tag: deep learning

Processors Are Exciting Again
By Lazaar Louis - 11 Oct, 2018 - Comments: 0

Today is a very exciting time in the world of processor architectures. Domain-specific processor architectures are now fully realized as the best answers to the challenges of low power and high performance for many applications. Advancements in artificial intelligence are leading the way to exciting new experiences and products today and in our future. There have been more advances in deep lear... » read more

Using ASICs For AI Inferencing
By Ed Sperling - 10 Oct, 2018 - Comments: 0

Flex Logix’s Cheng Wang looks at why ASICs are the best way to improve performance and optimize power and area for inferencing, and how to add flexibility into those designs to deal with constantly changing algorithms and data sets. https://youtu.be/XMHr7sz9JWQ » read more

Machine Learning Shifts More Work to FPGAs, SoCs
By Kevin Fogarty - 24 Sep, 2018 - Comments: 0

A wave of machine-learning-optimized chips is expected to begin shipping in the next few months, but it will take time before data centers decide whether these new accelerators are worth adopting and whether they actually live up to claims of big gains in performance. There are numerous reports that silicon custom-designed for machine learning will deliver 100X the performance of current opt... » read more

Enabling Device Intelligence
By Synopsys - 18 Sep, 2018 - Comments: 0

The explosive growth in silicon and software for artificial intelligence applications is transforming everything we know about connectivity, energy-efficiency, mobility, and security. Machine learning (ML) techniques are already used in computer vision, object recognition, speech recognition, and big data analytics. Deep learning (DL) algorithms and neural networks are pushing both silicon and ... » read more

The Security Penalty
By Ed Sperling - 13 Sep, 2018 - Comments: 0

It's not clear if Meltdown, Spectre and Foreshadow caused actual security breaches, but they did prompt big processor vendors like Intel, Arm, AMD and IBM to fix these vulnerabilities before they were made public by Google's Project Zero. While all of this may make data center managers and consumers feel better in one respect, it has created a level of panic of a different sort. For decades,... » read more

AI’s Long-Term Impact
By Jeff Dorsch - 12 Sep, 2018 - Comments: 0

Artificial intelligence technology will have a significant impact on the world’s economy in the months and years ahead, the McKinsey Global Institute forecasts in a new report. Certain companies and some countries will greatly benefit in the new era of AI, leaving others behind, the business and economics research arm of McKinsey & Co. predicts. The key takeaway points of the report: ... » read more

Intel’s Next Move
By Ed Sperling - 11 Sep, 2018 - Comments: 0

Gadi Singer, vice president and general manager of Intel's Artificial Intelligence Products Group, sat down with Semiconductor Engineering to talk about Intel's vision for deep learning and why the company is looking well beyond the x86 architecture and one-chip solutions. SE: What's changing on the processor side? Singer: The biggest change is the addition of deep learning and neural ne... » read more

Week in Review: IoT, Security, Auto
By Jeff Dorsch - 07 Sep, 2018 - Comments: 0

Internet of Things Silicon Labs worked with Norway’s Q-Free to create the ParQSense Smart Parking Sensor, which helps drivers find available outdoor parking spaces. ParQSense uses the chip company’s Wonder Gecko wireless microcontroller for connectivity and control. Having gone through pilot testing in the European Union and North America this year, ParQSense is being released for commerci... » read more

Processing In Memory
By Ed Sperling - 05 Sep, 2018 - Comments: 1

Adding processing directly into memory is getting a serious look, particularly for applications where the volume of data is so large that moving it back and forth between various memories and processors requires too much energy and time. The idea of inserting processors into memory has cropped up intermittently over the past decade as a possible future direction, but it was dismissed as an e... » read more

Big Changes For Mainstream Chip Architectures
By Ed Sperling - 23 Aug, 2018 - Comments: 3

Chipmakers are working on new architectures that significantly increase the amount of data that can be processed per watt and per clock cycle, setting the stage for one of the biggest shifts in chip architectures in decades. All of the major chipmakers and systems vendors are changing direction, setting off an architectural race that includes everything from how data is read and written in m... » read more

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