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A new way to spot life-threatening infections in cancer patients

Chemotherapy and other treatments that take down cancer cells can also destroy patients’ immune cells. Every year, that leads tens of thousands of cancer patients with weakened immune systems to contract infections that can turn deadly if unmanaged.

Doctors must strike a balance between giving enough chemotherapy to eradicate cancer while not giving so much that the patient’s white blood cell count gets dangerously low, a condition known as neutropenia. It can also leave patients socially isolated in between rounds of chemotherapy. Currently, the only way for doctors to monitor their patients’ white blood cells is through blood tests.

Now Leuko is developing an at-home white blood cell monitor to give doctors a more complete view of their patients’ health remotely. Rather than drawing blood, the device uses light to look through the skin at the top of the fingernail, and artificial intelligence to analyze and detect when white blood cells reach dangerously low levels.

The technology was first conceived of by researchers at MIT in 2015. Over the next few years, they developed a prototype and conducted a small study to validate their approach. Today, Leuko’s devices have accurately detected low white blood cell counts in hundreds of cancer patients, all without drawing a single drop of blood.

“We expect this to bring a clear improvement in the way that patients are monitored and cared for in the outpatient setting,” says Leuko co-founder and CTO Ian Butterworth, a former research engineer in MIT’s Research Laboratory of Electronics. “I also think there’s a more personal side of this for patients. These people can feel vulnerable around other people, and they don't currently have much they can do. That means that if they want to see their grandkids or see family, they’re constantly wondering, ‘Am I at high risk?’”

The company has been working with the Food and Drug Administration (FDA) over the last four years to design studies confirming their device is accurate and easy to use by untrained patients. Later this year, they expect to begin a pivotal study that will be used to register for FDA approval.

Once the device becomes an established tool for patient monitoring, Leuko’s team believes it could also give doctors a new way to optimize cancer treatment.

“Some of the physicians that we have talked to are very excited because they think future versions of our product could be used to personalize the dose of chemotherapy given to each patient,” says Leuko co-founder and CEO Carlos Castro-Gonzalez, a former postdoc at MIT. “If a patient is not becoming neutropenic, that could be a sign that you could increase the dose. Then every treatment could be based on how each patient is individually reacting.”

Monitoring immune health

Leuko co-founders Ian Butterworth, Carlos Castro-Gonzalez, Aurélien Bourquard, and Alvaro Sanchez-Ferro came to MIT in 2013 as part of the Madrid-MIT M+Vision Consortium, which was a collaboration between MIT and Madrid and is now part of MIT linQ. The program brought biomedical researchers from around the world to MIT to work on translational projects with institutions around Boston and Madrid.

The program, which was originally run out of MIT’s Research Laboratory of Electronics, challenged members to tackle huge unmet needs in medicine and connected them with MIT faculty members from across the Institute to build solutions. Leuko’s founders also received support from MIT’s entrepreneurial ecosystem, including the Venture Mentoring Service, the Sandbox Innovation Fund, the Martin Trust Center for Entrepreneurship, and the Deshpande Center. After its MIT spinout, the company raised seed and series A financing rounds led by Good Growth Capital and HTH VC.

“I didn’t even realize that entrepreneurship was a career option for a PhD [like myself],” Castro-Gonzalez says. “I was thinking that after the fellowship I would apply for faculty positions. That was the career path I had in mind, so I was very excited about the focus at MIT on trying to translate science into products that people can benefit from.”

Leuko’s founders knew people with cancer stood to benefit the most from a noninvasive white blood cell monitor. Unless patients go to the hospital, they can currently monitor only their temperature from home. If they show signs of a fever, they’re advised to go to the emergency room immediately.

“These infections happen quite frequently,” Sanchez-Ferro says. “One in every six cancer patients undergoing chemotherapy will develop an infection where their white blood cells are critically low. Some of those infections unfortunately end in deaths for patients, which is particularly terrible because they’re due to the treatment rather than the disease. [Infections] also mean the chemotherapy gets interrupted, which increases negative clinical outcomes for patients.”

Leuko’s optical device works through imaging the capillaries, or small blood vessels, just above the fingernail, which are more visible and already used by doctors to assess other aspects of vascular health. The company’s portable device analyzes white blood cell activity to detect critically low levels for care teams.

In a study of 44 patients in 2019, Leuko’s team showed the approach was able to detect when white blood cell levels dropped below a critical threshold, with minimal false positives. The team has since developed a product that another, larger study showed unsupervised patients can use at home to get immune information to doctors.

“We work completely noninvasively, so you can perform white blood cell measurements at home and much more frequently than what’s possible today,” Bourquard says. “The key aspect of this is it allows doctors to identify patients whose immune systems become so weak they’re at high risk of infection. If doctors have that information, they can provide preventative treatment in the form of antibiotics and growth factors. Research estimates that would eliminate 50 percent of hospitalizations.”

Expanding applications

Leuko’s founders believe their device will help physicians make more informed care decisions for patients. They also believe the device holds promise for monitoring patient health across other conditions.

“The long-term vision for the company is making this available to other patient populations that can also benefit from increased monitoring of their immune system,” Castro-Gonzalez says. “That includes patients with multiple sclerosis, autoimmune diseases, organ transplants, and patients that are rushed into the emergency room.”

Leuko’s team even sees a future where their device could be used to monitor other biomarkers in the blood.

“We believe this could be a platform technology,” Castro-Gonzalez says. “We get these noninvasive videos of the blood flowing through the capillaries, so part of the vision for the company is measuring other parameters in the blood beyond white blood cells, including hemoglobin, red blood cells, and platelets. That’s all part of our roadmap for the future.”

© Credit: iStock

Leuko is developing an at-home white blood cell monitor to give doctors a more comprehensive view of their chemotherapy patients’ health.

A new way to spot life-threatening infections in cancer patients

Chemotherapy and other treatments that take down cancer cells can also destroy patients’ immune cells. Every year, that leads tens of thousands of cancer patients with weakened immune systems to contract infections that can turn deadly if unmanaged.

Doctors must strike a balance between giving enough chemotherapy to eradicate cancer while not giving so much that the patient’s white blood cell count gets dangerously low, a condition known as neutropenia. It can also leave patients socially isolated in between rounds of chemotherapy. Currently, the only way for doctors to monitor their patients’ white blood cells is through blood tests.

Now Leuko is developing an at-home white blood cell monitor to give doctors a more complete view of their patients’ health remotely. Rather than drawing blood, the device uses light to look through the skin at the top of the fingernail, and artificial intelligence to analyze and detect when white blood cells reach dangerously low levels.

The technology was first conceived of by researchers at MIT in 2015. Over the next few years, they developed a prototype and conducted a small study to validate their approach. Today, Leuko’s devices have accurately detected low white blood cell counts in hundreds of cancer patients, all without drawing a single drop of blood.

“We expect this to bring a clear improvement in the way that patients are monitored and cared for in the outpatient setting,” says Leuko co-founder and CTO Ian Butterworth, a former research engineer in MIT’s Research Laboratory of Electronics. “I also think there’s a more personal side of this for patients. These people can feel vulnerable around other people, and they don't currently have much they can do. That means that if they want to see their grandkids or see family, they’re constantly wondering, ‘Am I at high risk?’”

The company has been working with the Food and Drug Administration (FDA) over the last four years to design studies confirming their device is accurate and easy to use by untrained patients. Later this year, they expect to begin a pivotal study that will be used to register for FDA approval.

Once the device becomes an established tool for patient monitoring, Leuko’s team believes it could also give doctors a new way to optimize cancer treatment.

“Some of the physicians that we have talked to are very excited because they think future versions of our product could be used to personalize the dose of chemotherapy given to each patient,” says Leuko co-founder and CEO Carlos Castro-Gonzalez, a former postdoc at MIT. “If a patient is not becoming neutropenic, that could be a sign that you could increase the dose. Then every treatment could be based on how each patient is individually reacting.”

Monitoring immune health

Leuko co-founders Ian Butterworth, Carlos Castro-Gonzalez, Aurélien Bourquard, and Alvaro Sanchez-Ferro came to MIT in 2013 as part of the Madrid-MIT M+Vision Consortium, which was a collaboration between MIT and Madrid and is now part of MIT linQ. The program brought biomedical researchers from around the world to MIT to work on translational projects with institutions around Boston and Madrid.

The program, which was originally run out of MIT’s Research Laboratory of Electronics, challenged members to tackle huge unmet needs in medicine and connected them with MIT faculty members from across the Institute to build solutions. Leuko’s founders also received support from MIT’s entrepreneurial ecosystem, including the Venture Mentoring Service, the Sandbox Innovation Fund, the Martin Trust Center for Entrepreneurship, and the Deshpande Center. After its MIT spinout, the company raised seed and series A financing rounds led by Good Growth Capital and HTH VC.

“I didn’t even realize that entrepreneurship was a career option for a PhD [like myself],” Castro-Gonzalez says. “I was thinking that after the fellowship I would apply for faculty positions. That was the career path I had in mind, so I was very excited about the focus at MIT on trying to translate science into products that people can benefit from.”

Leuko’s founders knew people with cancer stood to benefit the most from a noninvasive white blood cell monitor. Unless patients go to the hospital, they can currently monitor only their temperature from home. If they show signs of a fever, they’re advised to go to the emergency room immediately.

“These infections happen quite frequently,” Sanchez-Ferro says. “One in every six cancer patients undergoing chemotherapy will develop an infection where their white blood cells are critically low. Some of those infections unfortunately end in deaths for patients, which is particularly terrible because they’re due to the treatment rather than the disease. [Infections] also mean the chemotherapy gets interrupted, which increases negative clinical outcomes for patients.”

Leuko’s optical device works through imaging the capillaries, or small blood vessels, just above the fingernail, which are more visible and already used by doctors to assess other aspects of vascular health. The company’s portable device analyzes white blood cell activity to detect critically low levels for care teams.

In a study of 44 patients in 2019, Leuko’s team showed the approach was able to detect when white blood cell levels dropped below a critical threshold, with minimal false positives. The team has since developed a product that another, larger study showed unsupervised patients can use at home to get immune information to doctors.

“We work completely noninvasively, so you can perform white blood cell measurements at home and much more frequently than what’s possible today,” Bourquard says. “The key aspect of this is it allows doctors to identify patients whose immune systems become so weak they’re at high risk of infection. If doctors have that information, they can provide preventative treatment in the form of antibiotics and growth factors. Research estimates that would eliminate 50 percent of hospitalizations.”

Expanding applications

Leuko’s founders believe their device will help physicians make more informed care decisions for patients. They also believe the device holds promise for monitoring patient health across other conditions.

“The long-term vision for the company is making this available to other patient populations that can also benefit from increased monitoring of their immune system,” Castro-Gonzalez says. “That includes patients with multiple sclerosis, autoimmune diseases, organ transplants, and patients that are rushed into the emergency room.”

Leuko’s team even sees a future where their device could be used to monitor other biomarkers in the blood.

“We believe this could be a platform technology,” Castro-Gonzalez says. “We get these noninvasive videos of the blood flowing through the capillaries, so part of the vision for the company is measuring other parameters in the blood beyond white blood cells, including hemoglobin, red blood cells, and platelets. That’s all part of our roadmap for the future.”

© Credit: iStock

Leuko is developing an at-home white blood cell monitor to give doctors a more comprehensive view of their chemotherapy patients’ health.

A new way to spot life-threatening infections in cancer patients

Chemotherapy and other treatments that take down cancer cells can also destroy patients’ immune cells. Every year, that leads tens of thousands of cancer patients with weakened immune systems to contract infections that can turn deadly if unmanaged.

Doctors must strike a balance between giving enough chemotherapy to eradicate cancer while not giving so much that the patient’s white blood cell count gets dangerously low, a condition known as neutropenia. It can also leave patients socially isolated in between rounds of chemotherapy. Currently, the only way for doctors to monitor their patients’ white blood cells is through blood tests.

Now Leuko is developing an at-home white blood cell monitor to give doctors a more complete view of their patients’ health remotely. Rather than drawing blood, the device uses light to look through the skin at the top of the fingernail, and artificial intelligence to analyze and detect when white blood cells reach dangerously low levels.

The technology was first conceived of by researchers at MIT in 2015. Over the next few years, they developed a prototype and conducted a small study to validate their approach. Today, Leuko’s devices have accurately detected low white blood cell counts in hundreds of cancer patients, all without drawing a single drop of blood.

“We expect this to bring a clear improvement in the way that patients are monitored and cared for in the outpatient setting,” says Leuko co-founder and CTO Ian Butterworth, a former research engineer in MIT’s Research Laboratory of Electronics. “I also think there’s a more personal side of this for patients. These people can feel vulnerable around other people, and they don't currently have much they can do. That means that if they want to see their grandkids or see family, they’re constantly wondering, ‘Am I at high risk?’”

The company has been working with the Food and Drug Administration (FDA) over the last four years to design studies confirming their device is accurate and easy to use by untrained patients. Later this year, they expect to begin a pivotal study that will be used to register for FDA approval.

Once the device becomes an established tool for patient monitoring, Leuko’s team believes it could also give doctors a new way to optimize cancer treatment.

“Some of the physicians that we have talked to are very excited because they think future versions of our product could be used to personalize the dose of chemotherapy given to each patient,” says Leuko co-founder and CEO Carlos Castro-Gonzalez, a former postdoc at MIT. “If a patient is not becoming neutropenic, that could be a sign that you could increase the dose. Then every treatment could be based on how each patient is individually reacting.”

Monitoring immune health

Leuko co-founders Ian Butterworth, Carlos Castro-Gonzalez, Aurélien Bourquard, and Alvaro Sanchez-Ferro came to MIT in 2013 as part of the Madrid-MIT M+Vision Consortium, which was a collaboration between MIT and Madrid and is now part of MIT linQ. The program brought biomedical researchers from around the world to MIT to work on translational projects with institutions around Boston and Madrid.

The program, which was originally run out of MIT’s Research Laboratory of Electronics, challenged members to tackle huge unmet needs in medicine and connected them with MIT faculty members from across the Institute to build solutions. Leuko’s founders also received support from MIT’s entrepreneurial ecosystem, including the Venture Mentoring Service, the Sandbox Innovation Fund, the Martin Trust Center for Entrepreneurship, and the Deshpande Center. After its MIT spinout, the company raised seed and series A financing rounds led by Good Growth Capital and HTH VC.

“I didn’t even realize that entrepreneurship was a career option for a PhD [like myself],” Castro-Gonzalez says. “I was thinking that after the fellowship I would apply for faculty positions. That was the career path I had in mind, so I was very excited about the focus at MIT on trying to translate science into products that people can benefit from.”

Leuko’s founders knew people with cancer stood to benefit the most from a noninvasive white blood cell monitor. Unless patients go to the hospital, they can currently monitor only their temperature from home. If they show signs of a fever, they’re advised to go to the emergency room immediately.

“These infections happen quite frequently,” Sanchez-Ferro says. “One in every six cancer patients undergoing chemotherapy will develop an infection where their white blood cells are critically low. Some of those infections unfortunately end in deaths for patients, which is particularly terrible because they’re due to the treatment rather than the disease. [Infections] also mean the chemotherapy gets interrupted, which increases negative clinical outcomes for patients.”

Leuko’s optical device works through imaging the capillaries, or small blood vessels, just above the fingernail, which are more visible and already used by doctors to assess other aspects of vascular health. The company’s portable device analyzes white blood cell activity to detect critically low levels for care teams.

In a study of 44 patients in 2019, Leuko’s team showed the approach was able to detect when white blood cell levels dropped below a critical threshold, with minimal false positives. The team has since developed a product that another, larger study showed unsupervised patients can use at home to get immune information to doctors.

“We work completely noninvasively, so you can perform white blood cell measurements at home and much more frequently than what’s possible today,” Bourquard says. “The key aspect of this is it allows doctors to identify patients whose immune systems become so weak they’re at high risk of infection. If doctors have that information, they can provide preventative treatment in the form of antibiotics and growth factors. Research estimates that would eliminate 50 percent of hospitalizations.”

Expanding applications

Leuko’s founders believe their device will help physicians make more informed care decisions for patients. They also believe the device holds promise for monitoring patient health across other conditions.

“The long-term vision for the company is making this available to other patient populations that can also benefit from increased monitoring of their immune system,” Castro-Gonzalez says. “That includes patients with multiple sclerosis, autoimmune diseases, organ transplants, and patients that are rushed into the emergency room.”

Leuko’s team even sees a future where their device could be used to monitor other biomarkers in the blood.

“We believe this could be a platform technology,” Castro-Gonzalez says. “We get these noninvasive videos of the blood flowing through the capillaries, so part of the vision for the company is measuring other parameters in the blood beyond white blood cells, including hemoglobin, red blood cells, and platelets. That’s all part of our roadmap for the future.”

© Credit: iStock

Leuko is developing an at-home white blood cell monitor to give doctors a more comprehensive view of their chemotherapy patients’ health.

A new way to spot life-threatening infections in cancer patients

Chemotherapy and other treatments that take down cancer cells can also destroy patients’ immune cells. Every year, that leads tens of thousands of cancer patients with weakened immune systems to contract infections that can turn deadly if unmanaged.

Doctors must strike a balance between giving enough chemotherapy to eradicate cancer while not giving so much that the patient’s white blood cell count gets dangerously low, a condition known as neutropenia. It can also leave patients socially isolated in between rounds of chemotherapy. Currently, the only way for doctors to monitor their patients’ white blood cells is through blood tests.

Now Leuko is developing an at-home white blood cell monitor to give doctors a more complete view of their patients’ health remotely. Rather than drawing blood, the device uses light to look through the skin at the top of the fingernail, and artificial intelligence to analyze and detect when white blood cells reach dangerously low levels.

The technology was first conceived of by researchers at MIT in 2015. Over the next few years, they developed a prototype and conducted a small study to validate their approach. Today, Leuko’s devices have accurately detected low white blood cell counts in hundreds of cancer patients, all without drawing a single drop of blood.

“We expect this to bring a clear improvement in the way that patients are monitored and cared for in the outpatient setting,” says Leuko co-founder and CTO Ian Butterworth, a former research engineer in MIT’s Research Laboratory of Electronics. “I also think there’s a more personal side of this for patients. These people can feel vulnerable around other people, and they don't currently have much they can do. That means that if they want to see their grandkids or see family, they’re constantly wondering, ‘Am I at high risk?’”

The company has been working with the Food and Drug Administration (FDA) over the last four years to design studies confirming their device is accurate and easy to use by untrained patients. Later this year, they expect to begin a pivotal study that will be used to register for FDA approval.

Once the device becomes an established tool for patient monitoring, Leuko’s team believes it could also give doctors a new way to optimize cancer treatment.

“Some of the physicians that we have talked to are very excited because they think future versions of our product could be used to personalize the dose of chemotherapy given to each patient,” says Leuko co-founder and CEO Carlos Castro-Gonzalez, a former postdoc at MIT. “If a patient is not becoming neutropenic, that could be a sign that you could increase the dose. Then every treatment could be based on how each patient is individually reacting.”

Monitoring immune health

Leuko co-founders Ian Butterworth, Carlos Castro-Gonzalez, Aurélien Bourquard, and Alvaro Sanchez-Ferro came to MIT in 2013 as part of the Madrid-MIT M+Vision Consortium, which was a collaboration between MIT and Madrid and is now part of MIT linQ. The program brought biomedical researchers from around the world to MIT to work on translational projects with institutions around Boston and Madrid.

The program, which was originally run out of MIT’s Research Laboratory of Electronics, challenged members to tackle huge unmet needs in medicine and connected them with MIT faculty members from across the Institute to build solutions. Leuko’s founders also received support from MIT’s entrepreneurial ecosystem, including the Venture Mentoring Service, the Sandbox Innovation Fund, the Martin Trust Center for Entrepreneurship, and the Deshpande Center. After its MIT spinout, the company raised seed and series A financing rounds led by Good Growth Capital and HTH VC.

“I didn’t even realize that entrepreneurship was a career option for a PhD [like myself],” Castro-Gonzalez says. “I was thinking that after the fellowship I would apply for faculty positions. That was the career path I had in mind, so I was very excited about the focus at MIT on trying to translate science into products that people can benefit from.”

Leuko’s founders knew people with cancer stood to benefit the most from a noninvasive white blood cell monitor. Unless patients go to the hospital, they can currently monitor only their temperature from home. If they show signs of a fever, they’re advised to go to the emergency room immediately.

“These infections happen quite frequently,” Sanchez-Ferro says. “One in every six cancer patients undergoing chemotherapy will develop an infection where their white blood cells are critically low. Some of those infections unfortunately end in deaths for patients, which is particularly terrible because they’re due to the treatment rather than the disease. [Infections] also mean the chemotherapy gets interrupted, which increases negative clinical outcomes for patients.”

Leuko’s optical device works through imaging the capillaries, or small blood vessels, just above the fingernail, which are more visible and already used by doctors to assess other aspects of vascular health. The company’s portable device analyzes white blood cell activity to detect critically low levels for care teams.

In a study of 44 patients in 2019, Leuko’s team showed the approach was able to detect when white blood cell levels dropped below a critical threshold, with minimal false positives. The team has since developed a product that another, larger study showed unsupervised patients can use at home to get immune information to doctors.

“We work completely noninvasively, so you can perform white blood cell measurements at home and much more frequently than what’s possible today,” Bourquard says. “The key aspect of this is it allows doctors to identify patients whose immune systems become so weak they’re at high risk of infection. If doctors have that information, they can provide preventative treatment in the form of antibiotics and growth factors. Research estimates that would eliminate 50 percent of hospitalizations.”

Expanding applications

Leuko’s founders believe their device will help physicians make more informed care decisions for patients. They also believe the device holds promise for monitoring patient health across other conditions.

“The long-term vision for the company is making this available to other patient populations that can also benefit from increased monitoring of their immune system,” Castro-Gonzalez says. “That includes patients with multiple sclerosis, autoimmune diseases, organ transplants, and patients that are rushed into the emergency room.”

Leuko’s team even sees a future where their device could be used to monitor other biomarkers in the blood.

“We believe this could be a platform technology,” Castro-Gonzalez says. “We get these noninvasive videos of the blood flowing through the capillaries, so part of the vision for the company is measuring other parameters in the blood beyond white blood cells, including hemoglobin, red blood cells, and platelets. That’s all part of our roadmap for the future.”

© Credit: iStock

Leuko is developing an at-home white blood cell monitor to give doctors a more comprehensive view of their chemotherapy patients’ health.

Chip Industry Week In Review

SK hynix and TSMC plan to collaborate on HBM4 development and next-generation packaging technology, with plans to mass produce HBM4 chips in 2026. The agreement is an early indicator for just how competitive, and potentially lucrative, the HBM market is becoming. SK hynix said the collaboration will enable breakthroughs in memory performance with increased density of the memory controller at the base of the HBM stack.

Intel assembled the industry’s first high-NA EUV lithography system. “Compared to 0.33NA EUV, high-NA EUV (or 0.55NA EUV) can deliver higher imaging contrast for similar features, which enables less light per exposure, thereby reducing the time required to print each layer and increasing wafer output,” Intel said.


Fig. 1: Bigger iron — Intel’s brand new high-NA EUV machinery. Source: Intel

Samsung is slated to receive $6.4 billion in CHIPS ACT funding from the U.S. Department of Commerce (DoC) as part of a $40 billion expansion of its Austin, Texas, manufacturing facility, along with an R&D fab, a pair of leading-edge logic fabs, and an advanced packaging plant in nearby Taylor, Texas.

Micron and the U.S. government next week will announce $6.1 billion in CHIPS Act funding for the development of advanced memory chips in New York and Idaho, according to AP News.

Cadence unveiled its Palladium Z3 Emulation and Protium X3 FPGA Prototyping systems, targeted at multi-billion-gate designs with 2X increase in capacity and a 1.5X performance increase compared to previous-generation systems. Cadence also teamed up with MemVerge to enable seamless support for AWS Spot instances for long-running high-memory EDA jobs, and extended its hybrid cloud environment solutions through a collaboration with NetApp.


Fig. 2: At CadenceLive Silicon Valley, NVIDIA CEO Jensen Huang (r.) discussed accelerated computing and generative AI with Cadence CEO Anirudh Devgan. Source: Semiconductor Engineering


Quick links to more news:

Global
Markets and Money
In-Depth
Security
Education and Workforce
Product and Standards
Research
Quantum
Events
Further Reading


Global

After Taiwan’s recent 7.2 magnitude earthquake, TSMC reached more the 70% tool recovery in its fabs within the first 10 hours and full recovery by the end of the third day, according to this week’s earnings call. Some wafers in process were scrapped but the company expects the lost production to be recovered in the second quarter.  Also in the call, TSMC said they expect their “customers to share some of the higher cost” of the overseas fabs and higher electricity costs.

Advantest‘s regional headquarters in Taiwan donated $2.2 million New Taiwan dollars ($680,000 US) for aid to victims and reconstruction efforts related to the Taiwan earthquake that struck on April 3.

Japan’s exports grew by more than 7% YoY in March, driven by an 11.3% increase in shipments of electronics and semiconductor manufacturing equipment, much of it to China, according to NikkeiAsia.

China‘s IC output grew 40% in the first quarter, primarily driven by EVs and smartphones, according to the South China Morning Post.

In the U.S., the Biden Administration released a notice of funding opportunity of $50 million targeted at small businesses pursuing advances in metrology research and technology. Also, the U.S. Department of Energy announced a $33 million funding opportunity for smart manufacturing technologies.

Germany‘s Fraunhofer IIS launched its On-Board Processor (FOBP) for the German Space Agency’s Heinrich Hertz communication satellite. FOBP can be controlled and reprogrammed from Earth and will be used to investigate creation of hybrid communication networks.


Markets and Money

RISC-V startup Rivos raised more than $250 million in capital investments to tape out its first power-optimized chips for data analytics and generative AI applications.

Silvaco filed to go public on Nasdaq. The company also received a $5 million convertible note investment from Microchip.

Microchip acquired Neuronix AI Labs to provide AI-enabled FPGA solutions for large-scale, high-performance edge applications.

The advanced packaging market saw a modest 4% increase in revenues in Q4 2023 versus the previous quarter, with a projected decline of 13% QoQ in the first quarter of 2024, reports Yole. Overall, the market is expected to increase from $38 billion in 2023 to $69.5 billion in 2029 with a CAGR of 10.7%.

TSMC’s CoWoS total capacity will increase by 150% in 2024 due to demand for NVIDIA’s Blackwell Platform, reports TrendForce.

ASML saw a nearly 40% drop in new litho equipment sales QoQ in Q1 2024 and a 61% drop in net bookings as manufacturers reduced investments in new capital equipment during the recent semiconductor market slump.

Global PC shipments rose about 3% YoY in Q1 2024, and that same growth is expected for full year 2024, reports Counterpoint. Manufacturers are predicted to promote AI PCs as semiconductor companies prepare to launch SoCs featuring higher TOPS.

The GenAI smartphone market share is predicted to reach 11% by 2024 and 43% by 2027, reports Counterpoint. Samsung likely will lead in 2024, but Apple may overtake it in 2025.

The RF GaN market is expected to exceed $2 billion by 2029, fueled by the defense and telecom infrastructure sectors, reports Yole.


In-Depth

Semiconductor Engineering published its Manufacturing, Packaging & Materials newsletter this week. Top articles include:

Plus, check out these new stories and tech talks:


Security

In security research:

  • Seoul National University, Sandia National Laboratories, Texas A&M University, and Applied Materials demonstrated a memristor crossbar architecture for encryption and decryption.
  • Robert Bosch, Forschungszentrum Julich, and Newcastle University investigated techniques for error detection and correction in in-memory computing.
  • The University of Florida introduced an automated framework that can help identify security assets for a design at the register-transfer level (RTL).

DARPA conducted successful in-air tests of AI flying an F-16 autonomously versus a human-piloted F-16 in visual-range combat scenarios.

The National Security Agency’s Artificial Intelligence Security Center (NSA AISC) published joint guidance on deploying AI systems securely with the Cybersecurity and Infrastructure Security Agency (CISA), the Federal Bureau of Investigation (FBI), and international partners. CISA also issued other alerts.


Products and Standards

Samsung uncorked LPDDR5X DRAM built on a 12nm process that supports up to 10.7 Gbps and expands the single package capacity of mobile DRAM up to 32 GB.

Keysight revealed its next-generation RF circuit simulation tool that supports multi-physics co-design of circuit, electromagnetic, and electrothermal simulations across Cadence, Synopsys, and Keysight platforms.

Renesas released its FemtoClock family of ultra-low jitter clock generators and jitter attenuators with 8 and 12 outputs, enabling clock tree designs for high-speed interconnect systems in telecom and data center switches, routers, medical imaging, and more.

Movellus expanded its droop response solutions with Aeonic Generate AWM3, which responds to voltage droops within 1 to 2 clock cycles while providing enhanced observability for droop profiling and enabling fine-grained dynamic frequency scaling.

Efabless announced the second version of its Python-based open-source EDA software for construction of customizable flows using proprietary or open-source tools.

Faraday Technology licensed Arm’s Cortex-A720AE IP to use in the development of AI-enabled vehicle ASICs. Also, Untether AI teamed up with Arm to enable its inference acceleration technology to be implemented alongside the latest-generation Automotive Enhanced technology from Arm for ADAS and autonomous vehicle applications.

FOXESS used Infineon’s 1,200V CoolSiC MOSFETs and EiceDRIVER gate drivers for industrial energy storage applications, aiming to promote green energy.

Emotors adopted Siemens’ Simcenter solutions for NVH testing of next-gen automotive e-drives.

SiTime debuted a family of clock generators for AI datacenter applications with clock, oscillator, and resonator in an integrated chip.

JEDEC published the JESD79-5C DDR5 SDRAM standard, which includes a DRAM data integrity improvement called Per-Row Activation Counting (PRAC) that precisely counts DRAM activations on a wordline granularity and alerts the system to pause traffic and designate time for mitigation measures when an excessive number of activations are detected.

The LoRa Alliance launched its roadmap for the development of the LoRaWAN open standard for IoT communications, referring to long-range radio (LoRa) low-power wide-area networks (LPWANs).


Education and Workforce

Texas A&M introduced a new Master of Science program for microelectronics and semiconductors, which will begin in fall 2025.

The Cornell NanoScale Science and Technology Facility (CNF) is partnering with Tompkins Cortland Community College and Penn State to offer a free Microelectronics and Nanomanufacturing Certificate Program to veterans and their dependents.

Eindhoven University of Technology (TU/e) has more than 700 researchers and 25 research group focused on the chip industry, but the number is projected to grow significantly due to the Dutch government’s recent investment.


Research

Intel announced a large-scale neuromorphic system based on its Loihi 2 processor. Initially deployed at Sandia National Laboratories, it aims to support research for future brain-inspired AI. Intel is also collaborating with Seekr on next-gen LLM and foundation models.

Los Alamos National Lab, HPE, and NVIDIA collaborated on the design and installation of Venado, the Lab’s new supercomputer. “Venado adds to our cutting-edge supercomputing that advances national security and basic research, and it will accelerate how we integrate artificial intelligence into meeting those challenges,” said Thom Mason, director of Los Alamos National Laboratory in a release.

Penn State is partnering with Morgan Advanced Materials on a five-year, multi-million-dollar research project to advance silicon carbide (SiC) technology. Morgan will become a founding member of the Penn State Silicon Carbide Innovation Alliance. Also, Coherent secured CHIPS Act funding of $15 million for research into high-voltage, high-power silicon carbide and single-crystal diamond semiconductors.

Oak Ridge National Laboratory (ORNL) researchers found a more efficient way to extract lithium from waste liquids leached from mining sites, oil fields, and used batteries.


Quantum

Quantinuum said it reached an inherent 99.9% 2-qubit gate fidelity in its commercial quantum computer, a point at which quantum error correction protocols can be used to greatly reduce error rates.

D-Wave Quantum uncorked a fast-anneal feature to speed up computations on its quantum processing units, which reduces the impact of external disturbances.

MIT researchers outlined a new conceptual model for a quantum computer that aims to make writing code for them easier.

SLAC National Accelerator Laboratory, Stanford University, Max Planck Institute of Quantum Optics, Ludwig-Maximilians-Universitat Munich, and Instituto de Ciencia de Materiales de Madrid researchers proposed a method that harnesses the structure of light to tweak the properties of quantum materials.


Events

Find upcoming chip industry events here, including:

Event Date Location
IEEE Custom Integrated Circuits Conference (CICC) Apr 21 – 24 Denver, Colorado
MRS Spring Meeting & Exhibit Apr 22 – 26 Seattle, Washington
(note: Virtual held in May)
IEEE VLSI Test Symposium Apr 22 – 24 Tempe, AZ
TSMC North America Symposium Apr 24 Santa Clara, CA
Renesas Tech Day: Scalable AI Solutions for the Edge May 1 Boston
IEEE International Symposium on Hardware Oriented Security and Trust (HOST) May 6 – 9 Washington DC
MRS Spring Meeting & Exhibit May 7 – 9 Virtual
ASMC: Advanced Semiconductor Manufacturing Conference May 13 – 16 Albany, NY
ISES Taiwan 2024: International Semiconductor Executive Summit May 14 – 15 New Taipei City
Ansys Simulation World 2024 May 14 – 16 Online
NI Connect Austin 2024 May 20 – 22 Austin, Texas
ITF World 2024 (imec) May 21 – 22 Antwerp, Belgium
Electronic Components and Technology Conference (ECTC) 2024 May 28 – 31 Denver, Colorado
Hardwear.io Security Trainings and Conference USA 2024 May 28 – Jun 1 Santa Clara, CA
Find A Complete List Of Upcoming Events Here

Upcoming webinars are here.


Further Reading

Read the latest special reports and top stories, or check out the latest newsletters:

Systems and Design
Low Power-High Performance
Test, Measurement and Analytics
Manufacturing, Packaging and Materials
Automotive, Security and Pervasive Computing

 

The post Chip Industry Week In Review appeared first on Semiconductor Engineering.

Chip Industry Week In Review

SK hynix and TSMC plan to collaborate on HBM4 development and next-generation packaging technology, with plans to mass produce HBM4 chips in 2026. The agreement is an early indicator for just how competitive, and potentially lucrative, the HBM market is becoming. SK hynix said the collaboration will enable breakthroughs in memory performance with increased density of the memory controller at the base of the HBM stack.

Intel assembled the industry’s first high-NA EUV lithography system. “Compared to 0.33NA EUV, high-NA EUV (or 0.55NA EUV) can deliver higher imaging contrast for similar features, which enables less light per exposure, thereby reducing the time required to print each layer and increasing wafer output,” Intel said.


Fig. 1: Bigger iron — Intel’s brand new high-NA EUV machinery. Source: Intel

Samsung is slated to receive $6.4 billion in CHIPS ACT funding from the U.S. Department of Commerce (DoC) as part of a $40 billion expansion of its Austin, Texas, manufacturing facility, along with an R&D fab, a pair of leading-edge logic fabs, and an advanced packaging plant in nearby Taylor, Texas.

Micron and the U.S. government next week will announce $6.1 billion in CHIPS Act funding for the development of advanced memory chips in New York and Idaho, according to AP News.

Cadence unveiled its Palladium Z3 Emulation and Protium X3 FPGA Prototyping systems, targeted at multi-billion-gate designs with 2X increase in capacity and a 1.5X performance increase compared to previous-generation systems. Cadence also teamed up with MemVerge to enable seamless support for AWS Spot instances for long-running high-memory EDA jobs, and extended its hybrid cloud environment solutions through a collaboration with NetApp.


Fig. 2: At CadenceLive Silicon Valley, NVIDIA CEO Jensen Huang (r.) discussed accelerated computing and generative AI with Cadence CEO Anirudh Devgan. Source: Semiconductor Engineering


Quick links to more news:

Global
Markets and Money
In-Depth
Security
Education and Workforce
Product and Standards
Research
Quantum
Events
Further Reading


Global

After Taiwan’s recent 7.2 magnitude earthquake, TSMC reached more the 70% tool recovery in its fabs within the first 10 hours and full recovery by the end of the third day, according to this week’s earnings call. Some wafers in process were scrapped but the company expects the lost production to be recovered in the second quarter.  Also in the call, TSMC said they expect their “customers to share some of the higher cost” of the overseas fabs and higher electricity costs.

Advantest‘s regional headquarters in Taiwan donated $2.2 million New Taiwan dollars ($680,000 US) for aid to victims and reconstruction efforts related to the Taiwan earthquake that struck on April 3.

Japan’s exports grew by more than 7% YoY in March, driven by an 11.3% increase in shipments of electronics and semiconductor manufacturing equipment, much of it to China, according to NikkeiAsia.

China‘s IC output grew 40% in the first quarter, primarily driven by EVs and smartphones, according to the South China Morning Post.

In the U.S., the Biden Administration released a notice of funding opportunity of $50 million targeted at small businesses pursuing advances in metrology research and technology. Also, the U.S. Department of Energy announced a $33 million funding opportunity for smart manufacturing technologies.

Germany‘s Fraunhofer IIS launched its On-Board Processor (FOBP) for the German Space Agency’s Heinrich Hertz communication satellite. FOBP can be controlled and reprogrammed from Earth and will be used to investigate creation of hybrid communication networks.


Markets and Money

RISC-V startup Rivos raised more than $250 million in capital investments to tape out its first power-optimized chips for data analytics and generative AI applications.

Silvaco filed to go public on Nasdaq. The company also received a $5 million convertible note investment from Microchip.

Microchip acquired Neuronix AI Labs to provide AI-enabled FPGA solutions for large-scale, high-performance edge applications.

The advanced packaging market saw a modest 4% increase in revenues in Q4 2023 versus the previous quarter, with a projected decline of 13% QoQ in the first quarter of 2024, reports Yole. Overall, the market is expected to increase from $38 billion in 2023 to $69.5 billion in 2029 with a CAGR of 10.7%.

TSMC’s CoWoS total capacity will increase by 150% in 2024 due to demand for NVIDIA’s Blackwell Platform, reports TrendForce.

ASML saw a nearly 40% drop in new litho equipment sales QoQ in Q1 2024 and a 61% drop in net bookings as manufacturers reduced investments in new capital equipment during the recent semiconductor market slump.

Global PC shipments rose about 3% YoY in Q1 2024, and that same growth is expected for full year 2024, reports Counterpoint. Manufacturers are predicted to promote AI PCs as semiconductor companies prepare to launch SoCs featuring higher TOPS.

The GenAI smartphone market share is predicted to reach 11% by 2024 and 43% by 2027, reports Counterpoint. Samsung likely will lead in 2024, but Apple may overtake it in 2025.

The RF GaN market is expected to exceed $2 billion by 2029, fueled by the defense and telecom infrastructure sectors, reports Yole.


In-Depth

Semiconductor Engineering published its Manufacturing, Packaging & Materials newsletter this week. Top articles include:

Plus, check out these new stories and tech talks:


Security

In security research:

  • Seoul National University, Sandia National Laboratories, Texas A&M University, and Applied Materials demonstrated a memristor crossbar architecture for encryption and decryption.
  • Robert Bosch, Forschungszentrum Julich, and Newcastle University investigated techniques for error detection and correction in in-memory computing.
  • The University of Florida introduced an automated framework that can help identify security assets for a design at the register-transfer level (RTL).

DARPA conducted successful in-air tests of AI flying an F-16 autonomously versus a human-piloted F-16 in visual-range combat scenarios.

The National Security Agency’s Artificial Intelligence Security Center (NSA AISC) published joint guidance on deploying AI systems securely with the Cybersecurity and Infrastructure Security Agency (CISA), the Federal Bureau of Investigation (FBI), and international partners. CISA also issued other alerts.


Products and Standards

Samsung uncorked LPDDR5X DRAM built on a 12nm process that supports up to 10.7 Gbps and expands the single package capacity of mobile DRAM up to 32 GB.

Keysight revealed its next-generation RF circuit simulation tool that supports multi-physics co-design of circuit, electromagnetic, and electrothermal simulations across Cadence, Synopsys, and Keysight platforms.

Renesas released its FemtoClock family of ultra-low jitter clock generators and jitter attenuators with 8 and 12 outputs, enabling clock tree designs for high-speed interconnect systems in telecom and data center switches, routers, medical imaging, and more.

Movellus expanded its droop response solutions with Aeonic Generate AWM3, which responds to voltage droops within 1 to 2 clock cycles while providing enhanced observability for droop profiling and enabling fine-grained dynamic frequency scaling.

Efabless announced the second version of its Python-based open-source EDA software for construction of customizable flows using proprietary or open-source tools.

Faraday Technology licensed Arm’s Cortex-A720AE IP to use in the development of AI-enabled vehicle ASICs. Also, Untether AI teamed up with Arm to enable its inference acceleration technology to be implemented alongside the latest-generation Automotive Enhanced technology from Arm for ADAS and autonomous vehicle applications.

FOXESS used Infineon’s 1,200V CoolSiC MOSFETs and EiceDRIVER gate drivers for industrial energy storage applications, aiming to promote green energy.

Emotors adopted Siemens’ Simcenter solutions for NVH testing of next-gen automotive e-drives.

SiTime debuted a family of clock generators for AI datacenter applications with clock, oscillator, and resonator in an integrated chip.

JEDEC published the JESD79-5C DDR5 SDRAM standard, which includes a DRAM data integrity improvement called Per-Row Activation Counting (PRAC) that precisely counts DRAM activations on a wordline granularity and alerts the system to pause traffic and designate time for mitigation measures when an excessive number of activations are detected.

The LoRa Alliance launched its roadmap for the development of the LoRaWAN open standard for IoT communications, referring to long-range radio (LoRa) low-power wide-area networks (LPWANs).


Education and Workforce

Texas A&M introduced a new Master of Science program for microelectronics and semiconductors, which will begin in fall 2025.

The Cornell NanoScale Science and Technology Facility (CNF) is partnering with Tompkins Cortland Community College and Penn State to offer a free Microelectronics and Nanomanufacturing Certificate Program to veterans and their dependents.

Eindhoven University of Technology (TU/e) has more than 700 researchers and 25 research group focused on the chip industry, but the number is projected to grow significantly due to the Dutch government’s recent investment.


Research

Intel announced a large-scale neuromorphic system based on its Loihi 2 processor. Initially deployed at Sandia National Laboratories, it aims to support research for future brain-inspired AI. Intel is also collaborating with Seekr on next-gen LLM and foundation models.

Los Alamos National Lab, HPE, and NVIDIA collaborated on the design and installation of Venado, the Lab’s new supercomputer. “Venado adds to our cutting-edge supercomputing that advances national security and basic research, and it will accelerate how we integrate artificial intelligence into meeting those challenges,” said Thom Mason, director of Los Alamos National Laboratory in a release.

Penn State is partnering with Morgan Advanced Materials on a five-year, multi-million-dollar research project to advance silicon carbide (SiC) technology. Morgan will become a founding member of the Penn State Silicon Carbide Innovation Alliance. Also, Coherent secured CHIPS Act funding of $15 million for research into high-voltage, high-power silicon carbide and single-crystal diamond semiconductors.

Oak Ridge National Laboratory (ORNL) researchers found a more efficient way to extract lithium from waste liquids leached from mining sites, oil fields, and used batteries.


Quantum

Quantinuum said it reached an inherent 99.9% 2-qubit gate fidelity in its commercial quantum computer, a point at which quantum error correction protocols can be used to greatly reduce error rates.

D-Wave Quantum uncorked a fast-anneal feature to speed up computations on its quantum processing units, which reduces the impact of external disturbances.

MIT researchers outlined a new conceptual model for a quantum computer that aims to make writing code for them easier.

SLAC National Accelerator Laboratory, Stanford University, Max Planck Institute of Quantum Optics, Ludwig-Maximilians-Universitat Munich, and Instituto de Ciencia de Materiales de Madrid researchers proposed a method that harnesses the structure of light to tweak the properties of quantum materials.


Events

Find upcoming chip industry events here, including:

Event Date Location
IEEE Custom Integrated Circuits Conference (CICC) Apr 21 – 24 Denver, Colorado
MRS Spring Meeting & Exhibit Apr 22 – 26 Seattle, Washington
(note: Virtual held in May)
IEEE VLSI Test Symposium Apr 22 – 24 Tempe, AZ
TSMC North America Symposium Apr 24 Santa Clara, CA
Renesas Tech Day: Scalable AI Solutions for the Edge May 1 Boston
IEEE International Symposium on Hardware Oriented Security and Trust (HOST) May 6 – 9 Washington DC
MRS Spring Meeting & Exhibit May 7 – 9 Virtual
ASMC: Advanced Semiconductor Manufacturing Conference May 13 – 16 Albany, NY
ISES Taiwan 2024: International Semiconductor Executive Summit May 14 – 15 New Taipei City
Ansys Simulation World 2024 May 14 – 16 Online
NI Connect Austin 2024 May 20 – 22 Austin, Texas
ITF World 2024 (imec) May 21 – 22 Antwerp, Belgium
Electronic Components and Technology Conference (ECTC) 2024 May 28 – 31 Denver, Colorado
Hardwear.io Security Trainings and Conference USA 2024 May 28 – Jun 1 Santa Clara, CA
Find A Complete List Of Upcoming Events Here

Upcoming webinars are here.


Further Reading

Read the latest special reports and top stories, or check out the latest newsletters:

Systems and Design
Low Power-High Performance
Test, Measurement and Analytics
Manufacturing, Packaging and Materials
Automotive, Security and Pervasive Computing

 

The post Chip Industry Week In Review appeared first on Semiconductor Engineering.

New compact facial-recognition system passes test on Michelangelo’s David

A new lens-free and compact system for facial recognition scans a bust of Michelangelo’s David and reconstructs the image using less power than existing 3D surface imaging systems.

Enlarge / A new lens-free and compact system for facial recognition scans a bust of Michelangelo’s David and reconstructs the image using less power than existing 3D-surface imaging systems. (credit: W-C Hsu et al., Nano Letters, 2024)

Facial recognition is a common feature for unlocking smartphones and gaming systems, among other uses. But the technology currently relies upon bulky projectors and lenses, hindering its broader application. Scientists have now developed a new facial recognition system that employs flatter, simpler optics that also require less energy, according to a recent paper published in the journal Nano Letters. The team tested their prototype system with a 3D replica of Michelangelo's famous David sculpture and found it recognized the face as well as existing smartphone facial recognition can.

The current commercial 3D imaging systems in smartphones (like Apple's iPhone) extract depth information via structured light. A dot projector uses a laser to project a pseudorandom beam pattern onto the face of the person looking at a locked screen. It does so thanks to several other built-in components: a collimator, light guide, and special lenses (known as diffractive optical elements, or DOEs) that break the laser beam apart into an array of some 32,000 infrared dots. The camera can then interpret that projected beam pattern to confirm the person's identity.

Packing in all those optical components like lasers makes commercial dot projectors rather bulky, so it can be harder to integrate for some applications such as robotics and augmented reality, as well as the next generation of facial recognition technology. They also consume significant power. So Wen-Chen Hsu, of National Yang Ming Chiao Tung University and the Hon Hai Research Institute in Taiwan, and colleagues turned to ultrathin optical components known as metasurfaces for a potential solution. These metasurfaces can replace bulkier components for modulating light and have proven popular for depth sensors, endoscopes, tomography. and augmented reality systems, among other emerging applications.

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