Title
TensorQuant - A Simulation Toolbox for Deep Neural Network Quantization D. Loroch Norbert Wehn Franz-Josef Pfreundt J. Keuper MQ 57 23 0 13 Oct 2017
A Comparative Taxonomy and Survey of Public Cloud Infrastructure Vendors Dimitrios Sikeridis I. Papapanagiotou B. Rimal M. Devetsikiotis 28 26 0 04 Oct 2017
Computation Error Analysis of Block Floating Point Arithmetic Oriented Convolution Neural Network Accelerator Design Zhourui Song Zhenyu Liu Dongsheng Wang 57 42 0 22 Sep 2017
An Analog Neural Network Computing Engine using CMOS-Compatible Charge-Trap-Transistor (CTT) Yuan Du Li Du X. Gu Jieqiong Du X. Shawn Wang ... Mingzhe Jiang Xiao Wang Junjie Su Subramanian S. Iyer Mau-Chung Frank Chang MQ 8 3 0 19 Sep 2017
A Streaming Accelerator for Deep Convolutional Neural Networks with Image and Feature Decomposition for Resource-limited System Applications Yuan Du Li Du Yilei Li Junjie Su Mau-Chung Frank Chang 34 6 0 15 Sep 2017
WRPN: Wide Reduced-Precision Networks Asit K. Mishra Eriko Nurvitadhi Jeffrey J. Cook Debbie Marr MQ 100 267 0 04 Sep 2017
nuts-flow/ml: data pre-processing for deep learning S. Maetschke Ruwan Tennakoon C. Vecchiola R. Garnavi AI4CE 3DPC 55 9 0 21 Aug 2017
Enabling Massive Deep Neural Networks with the GraphBLAS J. Kepner Manoj Kumar José Moreira P. Pattnaik M. Serrano H. Tufo GNN 98 33 0 09 Aug 2017
Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform Chaim Baskin Natan Liss Evgenii Zheltonozhskii A. Bronstein A. Mendelson GNN MQ 112 35 0 31 Jul 2017
Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator M. Marinella S. Agarwal Alexander H. Hsia Isaac Richter R. Jacobs-Gedrim J. Niroula S. Plimpton Engin Ipek C. James 64 133 0 31 Jul 2017
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps Alessandro Aimar Hesham Mostafa Enrico Calabrese A. Rios-Navarro Ricardo Tapiador-Morales ... Moritz B. Milde Federico Corradi A. Linares-Barranco Shih-Chii Liu T. Delbruck 152 246 0 05 Jun 2017
CATERPILLAR: Coarse Grain Reconfigurable Architecture for Accelerating the Training of Deep Neural Networks Yuanfang Li A. Pedram 31 19 0 01 Jun 2017
AMPNet: Asynchronous Model-Parallel Training for Dynamic Neural Networks Alexander L. Gaunt Matthew W. Johnson M. Riechert Daniel Tarlow Ryota Tomioka Dimitrios Vytiniotis Sam Webster BDL 75 32 0 27 May 2017
Exploring the Regularity of Sparse Structure in Convolutional Neural Networks Huizi Mao Song Han Jeff Pool Wenshuo Li Xingyu Liu Yu Wang W. Dally 133 244 0 24 May 2017
DeepXplore: Automated Whitebox Testing of Deep Learning Systems Kexin Pei Yinzhi Cao Junfeng Yang Suman Jana AAML 140 1,376 0 18 May 2017
AI, Native Supercomputing and The Revival of Moore's Law Chien-Ping Lu 28 11 0 17 May 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning Tim Salimans Jonathan Ho Xi Chen Szymon Sidor Ilya Sutskever 165 1,545 0 10 Mar 2017