Arteris Articles

SemiWiki: AI, Safety and the Network

Kurt Shuler, VP Marketing at Arteris IP, and Bernard Murphy (SemiWiki) discuss, 'What is driving the boom in AI-centric design', in this new SemiWiki blog:

AI, Safety and the Network

September 4th, 2019 - By Bernard Murphy

You probably know that Arteris IP is very active in AI and safety, leveraging their central value in network-on-chip (NoC) architectures. Bernard Murphy of SemiWiki blogged on Kurt Shuler's front-to-back white-paper to walking us through the essentials of AI, particularly machine learning (ML) and its application for example in cars.

Kurt also highlights an interesting point about this rapidly evolving technology. As we build automation from the edge to the fog to the cloud, functionality, including AI, remains quite fluid between levels. Kurt points out that this is somewhat mirrored in SoC design. In both cases architecture is constrained by need to optimize performance and minimize power across the system through intelligent bandwidth allocation and data locality. And for safety-critical applications, design and verification for safety around intelligent features must be checked not only within and between SoCs in the car but also beyond, for example in V2x communication between cars and other traffic infrastructure.

You can learn more by downloading this Arteris IP white paper titled, Re-Architecting SoCs for the AI Era: https://semiwiki.com/automotive/274598-ai-safety-and-the-network/

Topics: SoC functional safety ISO 26262 semiconductor automotive ADAS machine learning artificial intelligence semiwiki kurt shuler flexnoc ai package noc interconnect

Semiconductor Engineering: Edge Complexity To Grow For 5G

 Arteris IP's Kurt Shuler, Vice President of Marketing, quoted in the latest Semiconductor Engineering article:

Edge Complexity To Grow For 5G

July 2nd, 2019 - By Kevin Fogarty and Ed Sperling

Increased interdependence of technologies will drive different architectures and applications. 

It gets even more complicated in the automotive world than other any other markets because of safety-critical circuitry.

“You may have to reboot part of the chip for a failed operation, while keeping the rest of it operating in a safe state,” said Kurt Shuler, vice president of marketing at Arteris IP. “If you think about the space shuttle or a Boeing 777, the black boxes are 20 pounds. You can’t have that in a car. There is a lot of functional safety being done at the microprocessor level to save cost. That can be used to spy on what’s happening at the system level, so if there are problems you can isolate them and in a safe state and fail gracefully. If there is a transient error, you reboot.”

For more information, please download the Arteris FlexNoC AI Package data sheet; http://www.arteris.com/download-flexnoc-ai-package-datasheet

Topics: SoC functional safety FPGAs semiconductor engineering flexnoc ai package noc interconnect ML

SemiWiki: Intelligence in the Fog

Kurt Shuler, VP Marketing at Arteris IP, and Bernard Murphy (SemiWiki) discuss the hottest domains in tech today - AI and automotive in this new SemiWiki blog:

Intelligence in the Fog

June 12, 2019 - By Bernard Murphy

AI is creeping into places we might not expect, such as communication infrastructure. Bernard Murphy learns from Kurt Shuler how AI and AI-centric design methods are becoming more important in this surprising domain.

By now, you should know about AI in the cloud for natural language processing, image ID, recommendation, etc, etc (thanks to Google, Facebook, AWS, Baidu and several others) and AI on the edge for collision avoidance, lane-keeping, voice recognition and many other applications. But did you know about AI in the fog? First, a credit – my reference for all this information is Kurt Shuler, VP Marketing of Arteris IP. I really like working with these guys because they keep me plugged in to two of the hottest domains in tech today – AI and automotive. That and the fact that they’re really the only game in town for a commercial NoC solution, which means that pretty much everyone in AI, ADAS and a bunch of other fields (e.g. storage) is working with them.

For more information, please visit the Arteris IP AI package webpage: http://www.arteris.com/flexnoc-ai-package

Topics: SoC semiconductor automotive ADAS artificial intelligence semiwiki kurt shuler flexnoc ai package noc interconnect

SemiWiki: What are SOTIF and Fail-Operational and Does This Affect You?

Kurt Shuler, VP Marketing at Arteris IP, and Bernard Murphy (SemiWiki) discuss Safety of the Intended Function (SOTIF) in this latest SemiWiki blog:

What are SOTIF and Fail-Operational and Does This Affect You?

May 22nd, 2019 - By Bernard Murphy

Standards committees, the military and governmental organizations are drawn to acronyms as moths are drawn to a flame, though few of them seem overly concerned with the elegance or memorability of these handles. One such example is SOTIF – Safety of the Intended Function – more formally known as ISO/PAS 21448. This is a follow-on to the more familiar ISO 26262. 

When you’re zipping down a busy freeway at 70mph and a safety-critical function misbehaves, traditional corrective actions (e.g., reset the SoC) are far too clumsy and may even compound the danger. You need something the industry calls “fail operational”, an architecture in which the consequences of a failure can be safely mitigated, possibly with somewhat degraded support in a fallback state, allowing for the car to get to the side of the road and/or for the failing system to be restored to a working state. According to Kurt Shuler (Arteris VP of marketing and an ISO 26262 working group member), a good explanation of this concept is covered in ISO 26262:2018 Part 10 (chapter 12, clauses 12.1 to 12.3). The system-level details of how the car should handle failures of this type are decided by the auto OEMs (and perhaps tier 1s) and the consequences can reach all the way down into SoC design. Importantly, there are capabilities at the SoC-level that can be implemented to help enable fail operational.

For more information, please visit the Arteris IP AI package webpage: http://www.arteris.com/flexnoc-ai-package

Topics: SoC semiconductor semiwiki kurt shuler flexnoc ai package ISO PAS 21448 noc interconnect SOTIF (ISO 21448