Security Verification For Processor-Based SoCs


By Ruud Derwig and Nicole Fern Security in modern systems is of utmost importance. Device manufacturers are including multiple security features and attack protections into both the hardware and software design. End-product system security, however, cannot be guaranteed by using a secure processor alone. The final product security results not only from using proven, secure hardware component... » read more

Machine Learning… Everywhere


AI is transforming the world around us, creating an avenue to innovation across all sectors of the global economy. Today, AI can interact with humans through natural language; identify bank fraud and protect computer networks; drive cars around city streets; and play complex games like chess and Go. Machine-learning is offering solutions to many complex problems around us where analytical solut... » read more

Using Automotive IP For Easier Integration Of Safety Into SoCs


By Shivakumar Chonnad and Vladimir Litovtchenko Today’s SoCs for automotive safety-related systems integrate numerous IP blocks. At the system level, the Hardware Software Interface (HSI) between these IP blocks needs to be verified in simulation and validated in prototype. However, the scaling of the scope and effort to verify or validate is not linear based on the growing complexity of S... » read more

Ensuring Functional Safety For Self-Driving Cars


There may be no hotter topic in electronics than chips for autonomous vehicles. Self-driving cars have captured the public imagination and become a major area of investment. Both established automotive manufacturers and well-funded startups are producing vehicles with the highly complex chips needed to negotiate roads, deal with unpredictable humans and communicate with the cloud for machine le... » read more

Traceability Of Functional Safety Requirements In Automotive IP And SoCs


By Shivakumar Chonnad, Vladimir Litovtchenko, and Rohit Bhardwaj Developing functional safety systems, including all the components such as the system-on-chip (SoC) and IP, hinges on the ability to meet the stringent automotive functional safety requirements such as definition, implementation, verification, and validation. Depending on the Automotive Safety Integrity Level (ASIL), the functi... » read more

New Vision Technologies For Real-World Applications


Computer vision – the ability of a machine to ‘infer’ or extract useful information from a two-dimensional image or an uncompressed video stream of images – has the ability to change our lives. It can enable self-driving cars, empower robots or drones to see their way to delivering packages to your doorstep, and can turn your face into a payment method (Figure 1). To achieve these advan... » read more

Advantages Of LPDDR5: A New Clocking Scheme


Earlier this year, JEDEC released the new standard, JESD209–5, Low Power Double Data Rate 5 (LPDDR5). Those that contributed to the development of the standard come from a diverse technology background and represent both manufacturers and consumers of SDRAM memories. Now we have a new memory standard to help enable the future that requires more compute power, higher reliability, and lower pow... » read more

Why Integrated SIM Will Unleash The Secure, Mobile IoT


Connected IoT devices such as sensors, object trackers, security cameras, intelligent traffic lights, wearables and smart meters are proliferating at a rapid pace. A significant number of connected IoT devices use cellular technology for communication. 5G is setting the stage for the next wave of devices to enable rapid IoT connectivity at an even greater scale. NB-IoT and LTE-M, which are low ... » read more

5G Driving New Automotive Applications


5G’s increased throughput, reliability, availability, and lower latency will enable new safety-sensitive applications which are holistically known as V2X or Vehicle-to-Everything. 5G Cellular V2X (C-V2X) provides a common wireless network to support convergence of multiple applications for urban, suburban, and highway driving conditions. 5G C-V2X will enable multiple new automotive applicatio... » read more

Artificial Intelligence: Let Us Get The Math Right First!


Artificial intelligence is a hot topic these days and therefore doesn’t require a repeat of the current and future potential uses for AI. For most people, it means technology advancements on the software side. But if you ask people who are very close to this technology domain, building your own optimized hardware chips is where a significant part of the competitive edge lies. A few days ba... » read more

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