A Review of FPGA‐Based Custom Computing Architecture for Convolutional Neural Network Inference

Author:

Xiyuan Peng1,Jinxiang Yu1,Bowen Yao1,Liansheng Liu1,Yu Peng1

Affiliation:

1. School of Electronics and Information EngineeringHarbin Institute of TechnologyHarbin150080China

Funder

National Natural Science Foundation of China

Postdoctoral Science Foundation of Jiangsu Province

Publisher

Institution of Engineering and Technology (IET)

Subject

Applied Mathematics,Electrical and Electronic Engineering

Reference104 articles.

1. Gradient-based learning applied to document recognition

2. Multitask Convolutional Neural Network With Information Fusion for Bearing Fault Diagnosis and Localization

3. A.Krizhevsky I.Sutskever G.E.Hinton “Imagenet classification with deep convolutional neural networks” International Conference on Neural Information Processing Systems Lake Tahoe NV USA pp.1097—1105 2012.

4. Z.Li W.Yang S.Penget al. “A survey of convolutional neural networks: analysis applications and prospects” arXiv preprint arXiv:2004.02806 2020.

5. J.T.Huang J.Li Y.Gong “An analysis of convolutional neural networks for speech recognition” IEEE International Conference on Acoustics Speech and Signal Processing South Brisbane Queensland Australia pp.4989—4993 2015.

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