2017 International Conference On Computer Aided Design

The Premier Conference Devoted to Technical Innovations in Electronic Design Automation

November 13-16, 2017Irvine Marriott Irvine, 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.
Event ID: 
47aef749-997a-432c-bee6-3f597341bda5
Event Type: 
Regular Session
Location: 
Salons B2 & C
Event Time: 
Tuesday, November 14, 2017 -
13:45 to 15:45
Session Number: 
6
Session Number Suffix: 
B
Session Number: 
6
confID: 
242