The Murky World Of AI Benchmarks


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

Security From The Ground Up


Silicon and system design are complex and costly enough in the ultra-deep sub-micron era. Now factor in security. Virtually every end application requires some level of security, and, as the cybersecurity threat rises, the importance and value of trust and assurance rises as well. This is even more evident in “high-security” use cases such as smart cards used to enter buildings, SIM card... » read more

3 Ways To Improve Design Collaboration


In my experience, design engineers are zealous folks who want to extract every ounce of performance out of their design. They continue to make incremental changes to the design until the very end, as close to tape out as possible. Each change made to the design requires corresponding changes to be implemented in the layout. If you are a design engineer, how do you answer this question from y... » read more

Power Management And Integration Of IPs In SoCs: Part 1


IPs – whether in the form of soft or hard macros – are the epicenter of today’s SoC designs. Integration of IP with low power designs and conducting power aware (PA) verification are always complex and cumbersome. Because most of these IPs are self-contained, pre-verified at the block level, and must be preserved in their totality when integrated or verified at the SoC level. Until UPF... » read more

A New Era In Flexible, Affordable Design


Socionext has always prided itself on flexibility. The company was formed in 2015 as part of the merger of the LSI businesses of Fujitsu and Panasonic. So not only did the company successfully merge engineering teams, it’s grown and expanded its offerings of advanced systems-on-chips (SoCs) over the years. As such, Socionext’s philosophy is rooted in doing more than just listening carefu... » read more

Tracking Automotive’s Rapidly Shifting Ecosystem


The automotive ecosystem is becoming much harder to navigate as automakers, Tier 1s and IP vendors redefine their relationships based upon shifting value caused by an rapidly expanding amount of increasingly interdependent and complex electronic content. Predictions of massive change started almost a decade ago with a number of pilot programs around autonomous vehicles. But those shifts real... » read more

More Multiply-Accumulate Operations Everywhere


Geoff Tate, CEO of Flex Logix, sat down with Semiconductor Engineering to talk about how to build programmable edge inferencing chips, embedded FPGAs, where the markets are developing for both, and how the picture will change over the next few years. SE: What do you have to think about when you're designing a programmable inferencing chip? Tate: With a traditional FPGA architecture you ha... » read more

Medical, Industrial & Aerospace IC Design Changes


Medical, industrial and aerospace chips are becoming much more complex as more intelligence is added into these devices, forcing design teams to begin leveraging tools and methodologies that typically have been used only at the leading-edge nodes for commercial applications. But as with automotive, the needs of these systems are changing quickly. In addition to strict quality, safety and sec... » read more

Why It’s So Hard To Create New Processors


The introduction, and initial success, of the RISC-V processor ISA has reignited interest in the design of custom processors, but the industry is now grappling with how to verify them. The expertise and tools that were once in the market have been consolidated into the hands of the few companies that have been shipping processor chips or IP cores over the past 20 years. Verification of a pro... » read more

Do You Trust Your IP Supplier?


How much do you trust your IP supplier, regardless of whether IP was developed in-house or by a third-party provider? And what implications does it have a system integrator? These are important questions that many companies are beginning to ask. Today, there are few methods, other than documentation, that provide the necessary information. The software industry may be ahead of the hardware i... » read more

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