tag: AI

Layout Generators For Artificial Intelligence Hardware Design
By Benjamin Prautsch - 14 May, 2020 - Comments: 0

Artificial intelligence (AI) is a powerful tool that offers great convenience in many areas of life. In addition to improving Internet searches and online shopping, it enables driver assistance systems that can save lives, for example. AI in its various forms is the essential tool for such applications, and it can be expected to show a similar development as microelectronics did. Although AI... » read more

An Inside Look At Testing’s Leading Edge
By Ed Sperling - 12 May, 2020 - Comments: 0

Mike Slessor, president and CEO of FormFactor, sat down with Semiconductor Engineering to discuss testing of AI and 5G chips, and why getting power into a chip for testing is becoming more difficult at each new node. SE: How does test change with AI chips, where you've got massive numbers of accelerators and processors developed at 7 and 5nm? Slessor: A lot of the AI stuff that we've been... » read more

Which Chip Interconnect Protocol Is Better?
By Ed Sperling - 11 May, 2020 - Comments: 0

Semiconductor Engineering sat down to the discuss the pros and cons of the Compute Express Link (CXL) and the Cache Coherent Interconnect for Accelerators (CCIX) with Kurt Shuler, vice president of marketing at Arteris IP; Richard Solomon, technical marketing manager for PCI Express controller IP at Synopsys; and Jitendra Mohan, CEO of Astera Labs. What follows are excerpts of that conversation... » read more

Inference Moves To The Network
By Bryon Moyer - 07 May, 2020 - Comments: 0

Machine-learning inference started out as a data-center activity, but tremendous effort is being put into inference at the edge. At this point, the “edge” is not a well-defined concept, and future inference capabilities will reside not only at the extremes of the data center and a data-gathering device, but at multiple points in between. “Inference isn't a function that has to resid... » read more

Startup Funding: April 2020
By Jesse Allen - 06 May, 2020 - Comments: 0

It was another strong month for automotive startups, with one autonomous trucking company in China drawing a massive $100M investment. Another hot area was optimization of machine learning deployments, including one new company launch. Quantum computing, etch equipment, and mmWave feature in this month's look at twenty-two startups that collectively raised $375M. Semiconductors & design ... » read more

Who Owns A Car’s Chip Architecture
By Ed Sperling - 05 May, 2020 - Comments: 0

Kurt Shuler, vice president of marketing at Arteris IP, examines the competitive battle brewing between OEMs and Tier 1s over who owns the architecture of the electronic systems and the underlying chip hardware. This has become a growing point of contention as both struggle for differentiation in a market where increasingly autonomous vehicles will all behave the same way. That, in turn, has si... » read more

Manufacturing Bits: May 5
By Mark LaPedus - 05 May, 2020 - Comments: 0

Spiking neural network radar chip Imec has developed what the R&D organization says is the world’s first chip that processes radar signals using a spiking recurrent neural network. Initially, the chip from Imec is designed for low-power, anti-collision radar systems in drones. Neural networks are used in the field of machine learning. A subset of AI, machine learning utilizes a neu... » read more

Key Drivers In New Chip Industry Outlook
By Ed Sperling - 04 May, 2020 - Comments: 0

How well the semiconductor industry fares over the next 12 to 24 months depends upon the evolution of a virus. That alone will determine the correct model for an economic rebound — V, U, extended U, or maybe even a double U. But what's also becoming clear is those models don't apply uniformly to all sectors or sub-sectors of the semiconductor industry. Looked at as a whole, the entire indu... » read more

The Murky World Of AI Benchmarks
By Ann Mutschler - 30 Apr, 2020 - Comments: 0

AI startup companies have been emerging at breakneck speed for the past few years, all the while touting TOPS benchmark data. But what does it really mean and does a TOPS number apply across every application? Answer: It depends on a variety of factors. Historically, every class of design has used some kind of standard benchmark for both product development and positioning. For example, SPEC... » read more

A Node Too Far?
By Ed Sperling - 23 Apr, 2020 - Comments: 1

Physics is an unforgiving master. While the semiconductor industry has been actively developing new transistor structures, new materials for interconnects and lining trenches, and new approaches to alleviate congestion at the lowest metal levels, it also has been playing an accelerating game of Whac-a-Mole. Whenever a problem pops up, the solution to that problem is never complete and more prob... » read more

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