A Survey of Machine Learning Applied to Computer Architecture Design

26 September 2019

Papers citing "A Survey of Machine Learning Applied to Computer Architecture Design"

11 / 11 papers shown

Title
Improving Branch Prediction By Modeling Global History with Convolutional Neural Networks Stephen J. Tarsa Chit-Kwan Lin Gokce Keskin G. Chinya Hong Wang 48 27 0 20 Jun 2019
A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning Newsha Ardalani Urmish Thakker Aws Albarghouthi K. Sankaralingam 218 6 0 18 Jun 2019
Optimizing Routerless Network-on-Chip Designs: An Innovative Learning-Based Framework Ting-Ru Lin Drew Penney Massoud Pedram Lizhong Chen 3DV 36 8 0 11 May 2019
Learning Multi-agent Communication under Limited-bandwidth Restriction for Internet Packet Routing Hangyu Mao Zhibo Gong Zhengchao Zhang Zhen Xiao Yan Ni AI4CE 44 20 0 26 Feb 2019
Learning-based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems B. K. Joardar R. Kim J. Doppa P. Pande Diana Marculescu R. Marculescu 45 52 0 20 Oct 2018
The Case for Learned Index Structures Tim Kraska Alex Beutel Ed H. Chi J. Dean N. Polyzotis 76 1,042 0 04 Dec 2017
Scalable Training of Artificial Neural Networks with Adaptive Sparse Connectivity inspired by Network Science Decebal Constantin Mocanu Elena Mocanu Peter Stone Phuong H. Nguyen M. Gibescu A. Liotta 175 633 0 15 Jul 2017
Efficient Processing of Deep Neural Networks: A Tutorial and Survey Vivienne Sze Yu-hsin Chen Tien-Ju Yang J. Emer AAML 3DV 120 3,022 0 27 Mar 2017
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation Tejas D. Kulkarni Karthik Narasimhan A. Saeedi J. Tenenbaum 71 1,136 0 20 Apr 2016
Learning both Weights and Connections for Efficient Neural Networks Song Han Jeff Pool J. Tran W. Dally CVBM 313 6,681 0 08 Jun 2015
A Tutorial on Principal Component Analysis Jonathon Shlens 89 2,496 0 03 Apr 2014