tag: Expedera

Generative AI: Transforming Inference At The Edge
By Paul Karazuba - 24 Aug, 2023 - Comments: 0

The world is witnessing a revolutionary advancement in artificial intelligence with the emergence of generative AI. Generative AI generates text, images, or other media responding to prompts. We are in the early stages of this new technology; still, the depth and accuracy of its results are impressive, and its potential is mind-blowing. Generative AI uses transformers, a class of neural network... » read more

An Ideal Architecture For Always-On Camera Subsystems
By Expedera - 23 Aug, 2023 - Comments: 0

Always-sensing camera implementations offer a wealth of user experience advantages but face significant power, latency, and privacy concerns if not done right. To be successful, always-sensing camera subsystems must be architected to preserve battery life and to ensure privacy and security while delivering key user experience improvements. In a joint white paper with Rambus, Expedera discuss... » read more

A Packet-Based Architecture For Edge AI Inference
By Pat Donnelly - 27 Jul, 2023 - Comments: 0

Despite significant improvements in throughput, edge AI accelerators (Neural Processing Units, or NPUs) are still often underutilized. Inefficient management of weights and activations leads to fewer available cores utilized for multiply-accumulate (MAC) operations. Edge AI applications frequently need to run on small, low-power devices, limiting the area and power allocated for memory and comp... » read more

The Road Ahead For SoCs In Self-Driving Vehicles
By Expedera - 26 Jul, 2023 - Comments: 0

Automakers have relied on a human driver behind the wheel for more than a century. With Level 3 systems in place, the road ahead leads to full autonomy and Level 5 self-driving. However, it’s going to be a long climb. Much of the technology that got the industry to Level 3 will not scale in all the needed dimensions — performance, memory usage, interconnect, chip area, and power consumption... » read more

Week In Review: Auto, Security, Pervasive Computing
By Liz Allan - 21 Jul, 2023 - Comments: 0

The Biden-Harris Administration announced the U.S. Cyber Trust Mark, a cybersecurity certification and labeling program to help consumers choose smart devices less vulnerable to cyberattacks. The Federal Communications Commission (FCC) is applying to register the Cyber Trust Mark with the U.S. Patent and Trademark Office and it would appear on qualifying smart products, including refrigerators,... » read more

Week In Review: Design, Low Power
By Jesse Allen - 21 Jul, 2023 - Comments: 0

Cadence will acquire Rambus' SerDes and memory interface PHY IP business. Rambus will retain its digital IP business, including memory and interface controllers and security IP. “With this transaction, we will increase our focus on market-leading digital IP and chips and expand our roadmap of novel memory solutions to support the continued evolution of the data center and AI,” said Sean Fan... » read more

Week In Review: Auto, Security, Pervasive Computing
By Liz Allan - 30 Jun, 2023 - Comments: 0

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

Week In Review: Semiconductor Manufacturing, Test
By SE Staff - 23 Jun, 2023 - Comments: 0

The CHIPS for America team at the U.S. Department of Commerce named the selection committee who will select board members for the nonprofit entity that will likely be managing the National Semiconductor Technology Center (NSTC). Members include John Hennessy, chairman of Alphabet; Jason Matheny, president and CEO of the RAND Corporation; Don Rosenberg, fellow in residence at UCSD’s School of ... » read more

A Buyers Guide To An NPU
By Paul Karazuba - 22 Jun, 2023 - Comments: 2

Choosing the right AI inference NPU (Neural Processing Unit) is a critical decision for a chip architect. There’s a lot at stake because as the AI landscape constantly changes, the choices will impact overall product cost, performance, and long-term viability. There are myriad options regarding system architecture and IP suppliers, and this can be daunting for even the most seasoned semicondu... » read more

Heterogeneous Integration — Chiplets
By Expedera - 21 Jun, 2023 - Comments: 0

Chiplets are a hot topic in the semiconductor industry, and to many, represent a paradigm change for chip designers and chip consumers alike. While heterogenous chiplets seem to have multiple advantages over traditional monolithic silicon and even homogenous chiplets, they still have not been mass-market deployed. This white paper, published in cooperation with the Global Semiconductor Alliance... » read more

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