New Neural Processors Address Emerging Neural Networks


It’s been ten years since AlexNet, a deep learning convolutional neural network (CNN) model running on GPUs, displaced more traditional vision processing algorithms to win the ImageNet Large Scale Visual Recognition Competition (ILSVRC). AlexNet, and its successors, provided significant improvements in object classification accuracy at the cost of intense computational complexity and large da... » read more

Accelerating Automotive Safety Certification With ASIL Compliant Certified IP


By Pavithra C. Suriyanarayanan and Srini Krishnaswami The autonomous vehicle market is growing at a tremendous rate and functional safety in conventional, hybrid, and electric automobiles plays a significant role in achieving the required certification. Auto makers must go through numerous government regulations that call for increased safety and reliability all the way down to the component... » read more

Meet Both Security And Safety Needs In New Automotive SoCs


With advances in hardware and software, smart vehicles are improving with every generation. Capabilities that once seemed far-off and futuristic—from automatic braking to self-driving features—are now either standard or within reach. However, as vehicle architectures evolve, the ways that both security and safety can be addressed at the system-on-chip (SoC) level also must evolve. Cars a... » read more

HDCP 2.3: Enabling Robust Security Of High-Res Displays


Displays, monitors and touchscreens are the interface to our digital lives everywhere—at home, at work, and in the car. Display designers continuously upgrade their products with higher bandwidth, new technologies, and innovative features. New, modular products incorporate micro LEDs to allow new form factors, such as designing displays that are as thin as a canvas, can be rolled up, or can b... » read more

Cybersecurity For Cars Starts With Chips And IP


The automotive industry is undergoing a significant transformation. Cars are becoming more sophisticated and valuable with increased connectivity and capabilities to provide a better user experience. They are also collecting and transmitting more and more sensitive data and thus are becoming very attractive targets for attacks. Cybercrime in the automotive industry is growing rapidly. How bad i... » read more

Meeting Processor Performance And Safety Requirements For New ADAS & Autonomous Vehicle Systems


By Fergus Casey and Srini Krishnaswami Innovation in today’s automotive industry is accelerating as companies race to be the market leader in safety and autonomous vehicles. With vehicle control moving from humans to the vehicles’ active safety systems, more sensors – cameras, radar, lidar, etc. – are being added to automotive systems. More sensors require more computational performa... » read more

Shifting Vehicle System Development Left With Virtual ECUs


Developing electrical and electronic content for vehicles has always been an engineering and manufacturing challenge. The road is an exceptionally rough environment for components: temperature and humidity change constantly while noise and vibration pummel all parts of the vehicle. The nature of high-speed travel requires safety and reliability, which must be achieved in the presence of the dif... » read more

GPIO IP For Automotive Functional Safety


By Nidhi Bhasin, Shivakumar Chonnad, Vladimir Litovtchenko, and Sowjanya Syamala The prevalence and complexity of electronics and software (EE systems) in automotive applications are increasing with every new generation of car. The critical functions within the system on a chip (SoC) involve hardware and software that perform automotive-related signal communication at high data rates to and ... » read more

Improving Robustness And Minimizing Over-Pessimism In The Face of Rising Design Variability


Part 1 of this blog explored the problems facing designers working on Systems-on-a-Chip (SoCs) targeting energy-efficient design, and how Synopsys’ PrimeShield design robustness solution can help optimize designs for lower power while achieving aggressive time-to-market goals. This last part will delve into how the PrimeShield design robustness solution can help SoC designers optimize thei... » read more

A New Vision For Memory Chip Design And Verification


Discrete memory chips are arguably the most visible reminder of the opportunities and challenges for advanced semiconductor design. They are manufactured in huge quantities, becoming key drivers for new technology nodes and new fabrication processes. Price fluctuations have a major impact on the financial health of the electronics industry, and any shortages can shut down the manufacturing line... » read more

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