SOMALib: Library of Exact and Approximate Activation Functions for Hardware-efficient Neural Network Accelerators
Author:
Affiliation:
1. International Institute of Information Technology,Bangalore,India
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9978287/9978272/09978522.pdf?arnumber=9978522
Reference31 articles.
1. PLAC: Piecewise Linear Approximation Computation for All Nonlinear Unary Functions
2. Fast inference of deep neural networks in FPGAs for particle physics
3. High Speed VLSI Implementation of the Hyperbolic Tangent Sigmoid Function
4. An optimized lookup-table for the evaluation of sigmoid function for artificial neural networks
5. A Memory-Efficient Tables-and-Additions Method for Accurate Computation of Elementary Functions
Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Accelerated and Highly Correlated ASIC Synthesis of AI Hardware Subsystems Using CGP;IET Computers & Digital Techniques;2024-01-29
2. VLUT: Design and Evaluation of Variable band LUT to realize Activation Functions;2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS);2023-12-04
3. ApproxCNN: Evaluation Of CNN With Approximated Layers Using In-Exact Multipliers;2023 IEEE 41st International Conference on Computer Design (ICCD);2023-11-06
4. A Configurable Activation Function for Variable Bit-Precision DNN Hardware Accelerators;Internet of Things. Advances in Information and Communication Technology;2023-10-26
5. IMAC:;Proceedings of the Great Lakes Symposium on VLSI 2023;2023-06-05
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3