Verification And Test Of Safety And Security


Functional verification can cost as much as design, but new capabilities are piling onto an already stressed verification methodology, leaving solutions fragmented and incomplete. In a perfect world, a semiconductor device would be verified to operate according to its complete specification, and continue to operate correctly over the course of its useful life. The reality, however, is this i... » read more

The True Cost Of Software Changes


Safety and security are considered to be important in a growing number of markets and applications. Guidelines are put in place for the processes used to develop either the hardware or the software, but what they seem to ignore is that neither exists in a vacuum. They form a system when put together. Back when I was developing tools for hardware-software co-verification, there were fairly co... » read more

ML Automotive Chip Design Takes Off


Machine learning is increasingly being deployed across a wide swath of chips and electronics in automobiles, both for improving reliability of standard parts and for the creation of extremely complex AI chips used in increasingly autonomous applications. On the design side, the majority of EDA tools today rely on reinforcement learning, a machine learning subset of AI that teaches a machine ... » read more

State of the Art And Future Directions of Rowhammer (ETH Zurich)


A new technical paper titled "Fundamentally Understanding and Solving RowHammer" was published by researchers at ETH Zurich. Abstract "We provide an overview of recent developments and future directions in the RowHammer vulnerability that plagues modern DRAM (Dynamic Random Memory Access) chips, which are used in almost all computing systems as main memory. RowHammer is the phenomenon in... » read more

Growing Challenges For Increasingly Connected Vehicles


Automobiles will become increasingly connected over the next decade, but that connectivity will come at a price in terms of dollars, security, and constantly changing technology. Connectivity involves all parts of a vehicle. It includes everything from autonomous driving to in-cabin monitoring and connected infotainment. And it encompasses external sensors, IoT, V2X, over-the-air communicati... » read more

Safety, Security, And Reliability Of AI In Autos


Experts at the Table: Semiconductor Engineering sat down to talk about security, aging, and safety in automotive AI systems, with Geoff Tate, CEO of Flex Logix; Veerbhan Kheterpal, CEO of Quadric; Steve Teig, CEO of Perceive; and Kurt Busch, CEO of Syntiant. What follows are excerpts of that conversation, which was held in front of a live audience at DesignCon. Part one of this discussion is he... » read more

Building Better Cars Faster


Carmakers are accelerating their chip and electronic design schedules to remain competitive in an increasingly fast-changing market, but they are encountering gaps in the tooling, the supply chain, and in the methodologies they use to create those cars. While it's easy to envision how CAD software could be used to create the next new vehicle’s 3-D look, and how simulation software helps de... » read more

Automotive Safety: Having The Right Product Portfolio In Place


Changes are happening in almost every aspect of automotive technology, although the main thrust can be encompassed in three megatrends. In the future, vehicles will be increasingly connected, and therefore cybersecurity protection is becoming more and more important. e-mobility will be a major contributor to CO2 reduction, resulting in the need for high-power semiconductors. And automated drivi... » read more

Navigating The Intersection Of Safety And Security


Vehicle systems and the semiconductors used within them are some of the most complex electronics seen today. In the past, electronics going into vehicle systems implemented flat architectures with isolated functions controlling various components of the power train and vehicle dynamics. However, to support the realization of Level 4 and Level 5 (L4/L5) autonomous driving, a massive restructure ... » read more

The Drive Toward Zero Defects


The automotive semiconductor market has doubled twice in the past 20 years. But the next doubling will be even faster. While short-term results may vary, it is certain that auto semis will be much larger 10-20 years from now. Today, a gas-powered car has ~$400 of semiconductor content whereas the Tesla Model 3 with an electric powertrain and Advanced Driver Assist System (ADAS) has >4... » read more

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