2018 International Conference On Computer Aided Design

The Premier Conference Devoted to Technical Innovations in Electronic Design Automation

November 5-9, 2018Hilton San Diego Resort & Spa San Diego, CA

Tue, 2017-08-29 15:54 -- root
This session has four papers that contribute new advances in approximating and neural networks. The first paper presents a new technique to approximate mathematical functions using Taylor series and look-up tables. The second paper proposes a novel method to generate approximate data processing given arbitrary data flow graphs as inputs. The third paper presents a new spiking neural network model and a back-propagation algorithm with much improved accuracy. The fourth paper presents a new approach based on block-circulant matrices to achieve highly compressed, high-performance, and energy efficient deep neural network implementations.
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Regular Session
Salons B2 & C
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Tuesday, November 14, 2017 -
13:45 to 15:45
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