MEC: Memory-efficient Convolution for Deep Neural Network

MEC: Memory-efficient Convolution for Deep Neural Network

21 June 2017

Minsik Cho

Papers citing "MEC: Memory-efficient Convolution for Deep Neural Network"

10 / 10 papers shown

Title
AI/ML-Based Automatic Modulation Recognition: Recent Trends and Future Possibilities Elaheh Jafarigol Behnoud Alaghband Azadeh Gilanpour Saeid Hosseinipoor Mirhamed Mirmozafari 82 1 0 07 Feb 2025
A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures Serena Curzel Fabrizio Ferrandi Leandro Fiorin Daniele Ielmini Cristina Silvano ... Enrico Russo Valeria Cardellini Salvatore Filippone Francesco Lo Presti Stefania Perri 36 4 0 29 Nov 2023
Im2win: Memory Efficient Convolution On SIMD Architectures Shuai-bing Lu Jun Chu Xuantong Liu 31 4 0 25 Jun 2023
RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality Xiaohan Ding Honghao Chen Xinming Zhang Jungong Han Guiguang Ding 22 71 0 21 Dec 2021
Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators Yangjie Zhou Mengtian Yang Cong Guo Jingwen Leng Yun Liang Quan Chen Minyi Guo Yuhao Zhu 34 34 0 08 Oct 2021
TASO: Time and Space Optimization for Memory-Constrained DNN Inference Yuan Wen Andrew Anderson Valentin Radu Michael F. P. O'Boyle David Gregg 29 10 0 21 May 2020
Deep Learning Training on the Edge with Low-Precision Posits H. F. Langroudi Zachariah Carmichael Dhireesha Kudithipudi MQ 21 14 0 30 Jul 2019
High Performance Zero-Memory Overhead Direct Convolutions Jiyuan Zhang F. Franchetti Tze Meng Low 14 68 0 20 Sep 2018
Crossbar-aware neural network pruning Ling Liang Lei Deng Y. Zeng Xing Hu Yu Ji Xin Ma Guoqi Li Yuan Xie 36 41 0 25 Jul 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 50 1,306 0 12 Mar 2018