Sparsely-Connected Neural Networks: Towards Efficient VLSI Implementation of Deep Neural Networks

4 November 2016

Papers citing "Sparsely-Connected Neural Networks: Towards Efficient VLSI Implementation of Deep Neural Networks"

13 / 13 papers shown

Title
D-Score: A Synapse-Inspired Approach for Filter Pruning Doyoung Park Jinsoo Kim Ji-Min Nam Jooyoung Chang S. Park 22 0 0 08 Aug 2023
Training Deep Boltzmann Networks with Sparse Ising Machines Shaila Niazi Navid Anjum Aadit Masoud Mohseni S. Chowdhury Yao Qin Kerem Y Çamsarı AI4CE 32 26 0 19 Mar 2023
Boosting Robustness Verification of Semantic Feature Neighborhoods Anan Kabaha Dana Drachsler-Cohen AAML 34 6 0 12 Sep 2022
Deep learning via message passing algorithms based on belief propagation C. Lucibello Fabrizio Pittorino Gabriele Perugini R. Zecchina 43 14 0 27 Oct 2021
Learning Gradual Argumentation Frameworks using Genetic Algorithms J. Spieler Nico Potyka Steffen Staab AI4CE 36 4 0 25 Jun 2021
Deep Neural Networks using a Single Neuron: Folded-in-Time Architecture using Feedback-Modulated Delay Loops Florian Stelzer André Röhm Raul Vicente Ingo Fischer University of Tartu AI4CE 19 46 0 19 Nov 2020
Attention Based Pruning for Shift Networks G. B. Hacene Carlos Lassance Vincent Gripon Matthieu Courbariaux Yoshua Bengio 41 25 0 29 May 2019
Quantized Guided Pruning for Efficient Hardware Implementations of Convolutional Neural Networks G. B. Hacene Vincent Gripon M. Arzel Nicolas Farrugia Yoshua Bengio MQ 6 14 0 29 Dec 2018
Penetrating the Fog: the Path to Efficient CNN Models Kun Wan Boyuan Feng Shu Yang Yufei Ding 25 0 0 09 Oct 2018
Dynamic Sparse Graph for Efficient Deep Learning L. Liu Lei Deng Xing Hu Maohua Zhu Guoqi Li Yufei Ding Yuan Xie GNN 37 42 0 01 Oct 2018
Learning Recurrent Binary/Ternary Weights A. Ardakani Zhengyun Ji S. C. Smithson B. Meyer W. Gross MQ 14 27 0 28 Sep 2018
Attention-Based Guided Structured Sparsity of Deep Neural Networks A. Torfi Rouzbeh A. Shirvani Sobhan Soleymani Nasser M. Nasrabadi 23 23 0 13 Feb 2018
Compressing Low Precision Deep Neural Networks Using Sparsity-Induced Regularization in Ternary Networks Julian Faraone Nicholas J. Fraser Giulio Gambardella Michaela Blott Philip H. W. Leong MQ UQCV 26 12 0 19 Sep 2017