Author's Latest Posts


Research Bits: Apr. 21


Compute-in-memory state space models Researchers from the University of Michigan mapped complex state space models directly onto a compute-in-memory architecture in an example of hardware-software co-design for edge AI. "Compute-in-memory systems offer very high energy efficiency and throughput, but they are rigid and not optimal for convolution and transformer networks. In this study, we s... » read more

Blog Review: Apr. 15


Cadence's Wilson Kobalkar shares why eUSB2‑V2 represents a major evolutionary step for the USB 2.0 ecosystem, including how it achieves multi‑gigabit HSx operation and why symmetric/asymmetric modes unlock new design possibilities. Synopsys' Akanksha Soni explains the difference between metal-oxide-metal, metal-insulator-metal, and metal-oxide-semiconductor capacitors, identifying the ad... » read more

Research Bits: Apr. 14


Authentication for edge devices Researchers from the University of Hong Kong, Tsinghua University, and the Southern University of Science and Technology designed a privacy-preserving system for edge devices that combines physically unclonable functions and compute-in-memory. The Co-Located Authentication and Processing (CLAP) system integrates authentication and processing functions within ... » read more

Startup Funding: Q1 2026


The new year started off with a bang for private semiconductor companies, with 18 garnering mega funding rounds exceeding $100 million, and two, Rapidus and Cerebras, reaching the $1 billion mark. Predictably, the vast majority of those are either designing chips primarily for AI inference workloads or attempting to overcome bandwidth limitations by improving interconnects from the chip level t... » read more

Blog Review: Apr. 8


Cadence's Shyam Sharma highlights new capabilities in LPDDR6, including metadata built into the data packets, rowhammer mitigations, DVFS with support for three operating voltage rails, and new efficiency modes. Synopsys' Akanksha Soni points to multiphysics simulation as a key element of ensuring automotive IC designs meet ISO 26262 requirements. Siemens' John McMillan suggests a simulat... » read more

Research Bits: Apr. 6


Reservoir computing Researchers from Loughborough University designed a memristor reservoir computing chip that can process data that changes over time directly in hardware. “Inspired by the way the human brain forms very numerous and seemingly random neuronal connections between all its neurons, we created complex, random, physical connections in an artificial neural network by designing... » read more

Blog Review: April 1


Siemens EDA's Harry Foster considers why first-silicon success is continuing to decline even though tools are capable of handling much larger design sizes and identifies how increasingly complex interactions between components cause traditional verification assumptions to break down. Synopsys' Eldo N Baby explores dynamic voltage drop analysis, including how to bring in switching scenario in... » read more

Research Bits: Mar. 31


2D hard mask material Researchers from Penn State University and University of Chemistry and Technology Prague propose using the 2D material chromium oxychloride (CrOCl) as a hard mask, because its layered structure is resistant to plasma etching and enables it to be an effective mask at smaller thicknesses. “This 2D material is like lasagna. It’s a layer-by-layer structure,” said Zih... » read more

Blog Review: Mar. 25


Synopsys' Jayraj Nair checks out how a model-based systems engineering workflow can help manage the complex multiphysics analysis needed to optimize heterogeneous systems. Siemens' Melville Bryant explains the difference between semiconductor traceability and tracking and why they're both essential, especially for complex multi-die devices. Cadence's Jamdagni Trivedi checks out VIP option... » read more

Research Bits: Mar. 24


Dual-modulated transistor Researchers from Daegu Gyeongbuk Institute of Science and Technology (DGIST) and University of Cambridge designed dual-modulated vertically stacked transistors in which two gates, positioned above and below in a sandwich-like structure, control the channel through different mechanisms. The lower electrode contains microscopic openings to allow electric signals to p... » read more

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