Verification In The Era Of Autonomous Driving, Artificial Intelligence And Machine Learning


The last couple of weeks have been busy with me participating on three panels that dealt with AI and machine learning in the contexts of automotive and aero/defense, in San Jose, Berlin and Detroit. The common theme? Data is indeed the new oil, and it messes with traditional value creation in electronics. Also, requirements for system design and verification are changing and there are completel... » read more

Thoroughly Verifying Complex SoCs


The number of things that can go wrong in complex SoCs targeted at leading-edge applications is staggering, and there is no indication that verifying these chips will function as expected is going to get any easier. Heterogeneous designs developed for leading-edge applications, such as 5G, IoT, automotive and AI, are now complex systems in their own right. But they also need to work in conju... » read more

ISO 26262:2018 Fault Analysis In Safety Mechanisms


Authors: Jörg Grosse1, Mark Hampton1, Sergio Marchese1, Jörg Koch2, Neil Rattray1, Alin Zagardan2 1OneSpin Solutions, Munich, Germany 2Renesas Electronics Europe, Duesseldorf, Germany ISO 26262-5 requires the determination of hardware safety metrics, including SPFM and LFM. Latent and residual diagnostic coverage are also important metrics to assess the effectiveness of safety mechanisms... » read more

Week In Review: IoT, Security, Automotive


Automotive Porsche’s electric race car, the 99X Electric, used ANSYS Technology’s system-level simulation solutions to create an advanced electric powertrain. The powertrain is also being adapted for use in Porsche’s consumer electric cars. "ANSYS system-level simulations are instrumental for optimizing the Porsche E-Performance Powertrain's motor, gearbox, power electronics and control ... » read more

Making Sense Of Inferencing Options


Ian Bratt, fellow in Arm’s machine learning group, sheds light on all the different processing elements in machine learning, how different end user requirements affect those choices, why CPUs are a critical element in orchestrating what happens in these systems, and how power and software play into these choices. » read more

Week in Review: IoT, Security, Automotive


Connectivity, 5G Rambus has revealed a PCI Express 5.0 interface on advanced 7nm finFET process node for heterogenous computing aimed at performance-intensive uses, such as AI, data center, HPC, storage and 400GbE networking. With a PHY and a digital controller core recently acquired Northwest Logic, the interface has 32 GT/s (gigatransfers per second) bandwidth per lane with 128 GB/s bandwidt... » read more

Virtual System Development Platforms For Safeguarding Complex Microelectronic Systems


Electronic systems are rapidly becoming more complex. This impacts almost all domains in which electronics are used today — especially industrial applications, medical engineering, communications engineering and, of course, automotive applications. What's changed is the addition of huge numbers of sensors and actuators that interact with the environment, the local integration of highly co... » read more

Performance Analysis Of Electric Motors For EV Powertrains


Developing a battery EV powertrain is a complex systems problem. This technical paper examines the design and development of electric motors in an EV powertrain, showing how the different design choices — such as motor topology, winding type and cooling system — can be compared and evaluated considering their overall system impact. ANSYS Motor-CAD simulations can help engineers determine wh... » read more

AI’s Blind Spots


The rush to utilize AI/ML in nearly everything and everywhere raises some serious questions about how all of this technology will evolve, age and perform over time. AI is very useful at doing certain tasks, notably finding patterns and relationships in broad data sets that are well beyond the capabilities of the human mind. This is very valuable for adding efficiency into processes of all so... » read more

Different Ways To Improve Chip Reliability


A push toward greater reliability in safety- and mission-critical applications is prompting some innovative approaches in semiconductor design, manufacturing, and post-production analysis of chip behavior. While quality over time has come under intensive scrutiny in automotive, where German carmakers require chips to last 18 years with zero defects, it isn't the only market demanding extende... » read more

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