Week In Review: Design, Low Power


Cadence unveiled a big data analytics infrastructure to unify massive data sets across all Cadence computational software. The Joint Enterprise Data and AI (JedAI) Platform aims to optimize multiple runs of multiple engines across an entire SoC design and verification flow. It combines data from its AI-driven Cerebrus implementation and Optimality system optimization solutions, along with the n... » read more

The New Interactive TV Experience


In recent years, the TV device has changed dramatically. It is no longer a linear device with a set amount of TV channels, or even just acting as a screen for other experiences, like gaming on a console device. Interactivity is becoming an integral part of the TV experience, from how users consume content via OTT providers and streaming services to new “choose your own adventure shows” and ... » read more

Keyword Transformer: A Self-Attention Model For Keyword Spotting


The Transformer architecture has been successful across many domains, including natural language processing, computer vision and speech recognition. In keyword spotting, self-attention has primarily been used on top of convolutional or recurrent encoders. We investigate a range of ways to adapt the Transformer architecture to keyword spotting and introduce the Keyword Transformer (KWT), a fully... » read more

Blog Review: Sept. 7


Cadence's Paul McLellan shares highlights from the recent Hot Chips tutorial on CXL and how enhanced memory pooling enables new memory usage models as CXL 3.0 approaches the same speed as DRAM. Synopsys' Sam Tennent and Kamal Desai highlight the emergence of virtual prototyping, its synergy with continuous integration and development setups, and the benefits when these disciplines are combin... » read more

Challenges Mount In New Autos


Electronics are becoming the primary differentiator for carmakers, adding an array of options that can alter everything from how a vehicle's occupants interact with their surroundings to how the vehicle drives. But the infrastructure needed to support these features also raises a slew of technology and business questions for which there are no simple answers today. For example, how will new ... » read more

Week In Review: Design, Low Power


Trade regulations/legal The U.S. government placed new restrictions on sales of GPUs to China that could be used for high-performance computing, artificial intelligence, and other advanced applications. NVIDIA said in an SEC filing Wednesday that officials told the company it must seek an export license for sales to China or Russia of its A100 and H100 chips, and any system that includes those... » read more

AI Power Consumption Exploding


Machine learning is on track to consume all the energy being supplied, a model that is costly, inefficient, and unsustainable. To a large extent, this is because the field is new, exciting, and rapidly growing. It is being designed to break new ground in terms of accuracy or capability. Today, that means bigger models and larger training sets, which require exponential increases in processin... » read more

Week In Review: Design, Low Power


Infineon acquired Industrial Analytics, a provider of AI-enabled industrial equipment monitoring. Its solution can monitor plants for early detection of critical developments, based on analysis and evaluation of vibrations, and evaluate data for both predictive and prescriptive maintenance. "Industrial Analytics has outstanding expertise in the area of predictive analysis for industrial machine... » read more

New Uses For AI In Chips


Artificial intelligence is being deployed across a number of new applications, from improving performance and reducing power in a wide range of end devices to spotting irregularities in data movement for security reasons. While most people are familiar with using machine learning and deep learning to distinguish between cats and dogs, emerging applications show how this capability can be use... » read more

Building the Metaverse, Part Two: The Technology


In my first article on the metaverse, I explored the extraordinary vision and driving forces behind the metaverse, along with some potential use cases. In this second part, I want to outline the technology that will be needed to enable it. The metaverse will rely on a range of existing and new hardware and software technologies, which will enable the development of new services and new ways ... » read more

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