deep learning

May 24, 2018
Gordon Cooper

The impact of AI on autonomous vehicles

Many car manufacturers are exploring the possibilities of autonomous vehicles. But what will it take to build sufficient AI performance into them to enable true autonomy?
Expert Insight  |  Topics: Embedded - Architecture & Design, IP - Selection  |  Tags: , , ,   |  Organizations: ,
May 4, 2018
Dr Lauro Rizzatti, verification consultant

Cutting through the AI hype with OneSpin’s Raik Brinkmann

Lauro Rizzatti gets a reality check on AI for both design tools and designs themselves from the formal verification specialist.
Expert Insight  |  Topics: EDA - Verification  |  Tags: , , , ,   |  Organizations:
February 27, 2018
Gordon Cooper

Optimizing power and performance trade-offs in CNN implementations for embedded vision

High-performance vision-processing algorithms need optimized CNN engines to deliver the right performance within the power budget of embedded applications.
May 23, 2016
Road signs used to train IDSIA neural network

Bit width tweaks point way to practical deep learning

In both data centers and automobiles deep learning is taking hold. But it is a technique that challenges conventional microprocessors, leading system designers to look at alternative architectures for acceleration.

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