category: IoT and Security

category: Auto, Security & Edge AI

Maximize The Value Of Your 3rd Party IP Investment
By Srinath Anantharaman - 18 May, 2021 - Comments: 0

The need to get to market sooner has resulted in significant growth in the use of 3rd party IP. This in turn has led to a growth in IP vendors. While licensing 3rd party IP may lead to reducing the development effort and time, it can potentially be costly and bring upon significant risk. Of course, there is the obvious cost of licensing the IP itself, but there are several other hidden costs... » read more

Achieving Automotive Safety With Security
By John Hallman - 17 May, 2021 - Comments: 0

Security researchers have demonstrated extensively how cybersecurity attacks can have disastrous consequences in automobiles. A successful car hack in an automotive control system such as the drive train or brakes could affect an entire fleet of vehicles and put many lives in danger. Moreover, car owners' privacy and the protection of intellectual properties (IPs) and other assets of car manufa... » read more

Week In Review: Auto, Security, Pervasive Computing
By SE Staff - 14 May, 2021 - Comments: 0

Security A ransomware attack shutdown 5,500 miles of gas pipeline in the eastern United States for a week and sparked some panic buying and an executive order from U.S. President Biden. The Colonial Pipeline Co. paid nearly $5 million in ransom to Eastern European hackers, according to Bloomberg article. The hacker group DarkSide was responsible, members of whom the U.S. government believes li... » read more

Kria K26 SOM: The Ideal Platform For Vision AI At The Edge
By Xilinx - 12 May, 2021 - Comments: 0

With various advancements in artificial intelligence (AI) and machine learning (ML) algorithms, many high-compute applications are now getting deployed on edge devices. So, there is a need for an efficient hardware that can execute complex algorithms efficiently as well as adapt to rapid enhancements in this technology. Xilinx's Kria K26 SOM is designed to address the requirements of executing ... » read more

Week In Review: Auto, Security, Pervasive Computing
By SE Staff - 07 May, 2021 - Comments: 0

Pervasive computing — IoT, edge, cloud, data center, and back Foxconn (also known as Hon Hai Technology Group) is forming a joint venture (JV) with Yageo Group, a component production and process management company for EVs and other high-end electronics, to focus on the development of semiconductors under $2 USD, which they call “small ICs.” Through the JV, a new company called XSemi wil... » read more

NoCs In Authoritative MPSoC Reference
By Kurt Shuler - 06 May, 2021 - Comments: 0

The MPSoC Forum, sponsored by IEEE and other industry associations, hosts an annual conference in beautiful places around the planet. It is dedicated to showcasing renowned academic and industry experts in multicore and multiprocessor architectures. The goal is to explore trends in system-on-chip (SoC) hardware and software architectures and applications. An additional purpose is to consider th... » read more

Why Reconfigurability Is Essential For AI Edge Inference Throughput
By Vinay Mehta - 06 May, 2021 - Comments: 0

For a neural network to run at its fastest, the underlying hardware must run efficiently on all layers. Through the inference of any CNN—whether it be based on an architecture such as YOLO, ResNet, or Inception—the workload regularly shifts from being bottlenecked by memory to being bottlenecked by compute resources. You can think of each convolutional layer as its own mini-workload, and so... » read more

Developers Turn To Analog For Neural Nets
By Bryon Moyer - 06 May, 2021 - Comments: 1

Machine-learning (ML) solutions are proliferating across a wide variety of industries, but the overwhelming majority of the commercial implementations still rely on digital logic for their solution. With the exception of in-memory computing, analog solutions mostly have been restricted to universities and attempts at neuromorphic computing. However, that’s starting to change. “Everyon... » read more

Securing AI/ML With A Hardware Root Of Trust
By Thierry Kouthon - 06 May, 2021 - Comments: 0

AI/ML (Artificial Intelligence/Machine Learning) is now pervasive across all industries. It contributes to rationalizing and harnessing the enormous amount of information made available by the current massive wave of digitization. Digitization is transforming how business is run and how value is produced using digital technologies. Data, the raw material of AI/ML and deep learning algorithms, i... » read more

Circuit Reliability Verification For Automotive Electronics
By Matthew Hogan - 06 May, 2021 - Comments: 0

By Matthew Hogan and Dina Medhat In the automotive industry, reliability and high quality are key attributes for electronic automotive systems and controls. Naturally, they are particularly crucial when developing functional safety (FuSa) solutions, where inadequate performance or product failure can lead to injury or death. When it comes to safety-related automotive electronics, ISO 26262 p... » read more

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