Modeling Optical Loss And Crosstalk Noise For Silicon-Photonic-Based Neural Networks Of Different Scales 


A technical paper titled “Analysis of Optical Loss and Crosstalk Noise in MZI-based Coherent Photonic Neural Networks" was published by researchers at Colorado State University (Fort Collins), NVIDIA, and Arizona State University. Abstract: "With the continuous increase in the size and complexity of machine learning models, the need for specialized hardware to efficiently run such model... » read more

Using Generative AI To Connect Lab To Fab Test


Executive Insight: Thomas Benjamin, CTO at National Instruments, sat down with Semiconductor Engineering to discuss a new way of looking at test, using data as a starting point and generative AI as a bridge between different capabilities. SE: What are the big changes you're seeing and how is that affecting movement of critical data from the lab to the fab? Benjamin: If you walk into any m... » read more

AI Transformer Models Enable Machine Vision Object Detection


The object detection required for machine vision applications such as autonomous driving, smart manufacturing, and surveillance applications depends on AI modeling. The goal now is to improve the models and simplify their development. Over the years, many AI models have been introduced, including YOLO, Faster R-CNN, Mask R-CNN, RetinaNet, and others, to detect images or video signals, interp... » read more

Week In Review: Design, Low Power


Arm is helping to address the ongoing talent shortage through its newly announced Semiconductor Education Alliance, with a long list of partners, including Arduino, Cadence, Cornell University, Semiconductor Research Corp., STMicroelectronics,Synopsys, Taiwan Semiconductor Research Institute, the All-India Council for Technical Education, and the University of Southampton. The Alliance... » read more

Improving Performance And Lowering Power In Automotive


Automotive OEMs are boosting their investments across the semiconductor ecosystem as stepping stones toward electrification and autonomy, and they are starting to encounter some of the same issues chipmakers have been wrestling with at advanced nodes — massive compute performance, thermal and power issues, reliability over extended lifetimes, and a highly diverse and geographically distribute... » read more

Blog Review: July 19


Siemens' Keith Felton argues that co-design-driven semiconductor package planning and prototyping is critical for design success and points to how interchange formats enable designers to make trade-off decisions for both the package and the board and communicate those recommendations back to the other design team in formats that are native to their tools. Cadence's Xin Mu explains precoding ... » read more

Week In Review: Auto, Security, Pervasive Computing


Inflection AI raised $1.3 billion in a new funding round led by Microsoft, Reid Hoffman, Bill Gates, Eric Schmidt, and NVIDIA after raising $225 million in the first round to support the ongoing development of Pi, a “useful, friendly, and fun” AI. In partnership with CoreWeave and NVIDIA, Inflection aims to build the world’s largest AI cluster, comprised of 22,000 NVIDIA H100 Tensor Core ... » read more

Not All There: Heterogeneous Multiprocessor Design Tools


The design, implementation, and programming of multicore heterogeneous systems is becoming more common, often driven by the software workloads, but the tooling to help optimize the processors, interconnect, and memory are disjointed. Over the past few years, many tools have emerged that help with the definition and implementation of a single processor, optimized for a given set of software. ... » read more

Week In Review: Auto, Security, Pervasive Computing


The European Parliament took a major step toward enacting the world’s first laws around the use of AI. Known as the AI Act, the draft law won a majority vote following two years of debate. If the proposed regulations pass the next hurdles, AI systems posing an unacceptable risk to human safety would be banned — along with “intrusive and discriminatory” uses of AI, including biometric su... » read more

3DICs: Legalizer Techniques For Better Routing Quality, Fewer DRVs, And Reduced Total Slack With Negligible Runtime Impact


A technical paper titled “On Legalization of Die Bonding Bumps and Pads for 3D ICs” was published by researchers at the Georgia Institute of Technology, NVIDIA Corporation, and the University of Bremen. Abstract "State-of-the-art 3D IC Place-and-Route flows were designed with older technology nodes and aggressive bonding pitch assumptions. As a result, these flows fail to honor the widt... » read more

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