Algorithm and Hardware Co-design for Reconfigurable CNN Accelerator

Algorithm and Hardware Co-design for Reconfigurable CNN Accelerator

24 November 2021

Papers citing "Algorithm and Hardware Co-design for Reconfigurable CNN Accelerator"

11 / 11 papers shown

Title
NAAS: Neural Accelerator Architecture Search Chengyue Wu Mengtian Yang Song Han 51 60 0 27 May 2021
HAO: Hardware-aware neural Architecture Optimization for Efficient Inference Zhen Dong Yizhao Gao Qijing Huang J. Wawrzynek Hayden Kwok-Hay So Kurt Keutzer 47 35 0 26 Apr 2021
Revisiting ResNets: Improved Training and Scaling Strategies Irwan Bello W. Fedus Xianzhi Du E. D. Cubuk A. Srinivas Nayeon Lee Jonathon Shlens Barret Zoph 81 300 0 13 Mar 2021
Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator Mohamed S. Abdelfattah Łukasz Dudziak Thomas C. P. Chau Royson Lee Hyeji Kim Nicholas D. Lane 62 81 0 11 Feb 2020
Once-for-All: Train One Network and Specialize it for Efficient Deployment Han Cai Chuang Gan Tianzhe Wang Zhekai Zhang Song Han OOD 102 1,280 0 26 Aug 2019
Hardware/Software Co-Exploration of Neural Architectures Weiwen Jiang Lei Yang E. Sha Qingfeng Zhuge Shouzhen Gu Sakyasingha Dasgupta Yiyu Shi Jiaxi Hu 65 131 0 06 Jul 2019
FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge Cong Hao Xiaofan Zhang Yuhong Li Sitao Huang Jinjun Xiong K. Rupnow Wen-mei W. Hwu Deming Chen 73 173 0 09 Apr 2019
Random Search and Reproducibility for Neural Architecture Search Liam Li Ameet Talwalkar OOD 73 724 0 20 Feb 2019
Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search Weiwen Jiang Xinyi Zhang E. Sha Lei Yang Qingfeng Zhuge Yiyu Shi Jiaxi Hu 57 124 0 31 Jan 2019
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference Benoit Jacob S. Kligys Bo Chen Menglong Zhu Matthew Tang Andrew G. Howard Hartwig Adam Dmitry Kalenichenko MQ 150 3,123 0 15 Dec 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 454 5,372 0 05 Nov 2016