O3BNN

Author:

Geng Tong1,Wang Tianqi2,Wu Chunshu2,Yang Chen2,Wu Wei3,Li Ang4,Herbordt Martin C.2

Affiliation:

1. Boston University and Pacific Northwest National Laboratory

2. Boston University

3. Los Alamos National Laboratory

4. Pacific Northwest National Laboratory

Funder

National Science Foundation

Pacific Northwest National Laboratory

National Institutes of Health

Publisher

ACM

Reference33 articles.

1. FINN-R: An End-to-End Deep-Learning Framework for Fast Exploration of Quantized Neural Networks;Blott Michaela;ACM Transactions on Reconfigurable Technology and Systems (TRETS),2018

2. Matthieu Courbariaux Itay Hubara Daniel Soudry Ran El-Yaniv and Yoshua Bengio. 2016. Binarized neural networks: Training deep neural networks with weights and activations constrained to+ 1 or-1. arXiv preprint arXiv:1602.02830 (2016). Matthieu Courbariaux Itay Hubara Daniel Soudry Ran El-Yaniv and Yoshua Bengio. 2016. Binarized neural networks: Training deep neural networks with weights and activations constrained to+ 1 or-1. arXiv preprint arXiv:1602.02830 (2016).

3. A Threshold Neuron Pruning for a Binarized Deep Neural Network on an FPGA

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1. Minimizing Computation in Binarized Neural Network Inference using Partial-Filter Sharing;2023 International VLSI Symposium on Technology, Systems and Applications (VLSI-TSA/VLSI-DAT);2023-04-17

2. GAAF: Searching Activation Functions for Binary Neural Networks Through Genetic Algorithm;Tsinghua Science and Technology;2023-02

3. CEAZ;Proceedings of the 36th ACM International Conference on Supercomputing;2022-06-28

4. BCNN: Binary complex neural network;Microprocessors and Microsystems;2021-11

5. I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization;MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture;2021-10-17

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