Hardware Architecture Exploration for Deep Neural Networks

Arabian Journal for Science and Engineering ◽

10.1007/s13369-021-05455-4 ◽

2021 ◽

Author(s):

Wenqi Zheng ◽

Yangyi Zhao ◽

Yunfan Chen ◽

Jinhong Park ◽

Hyunchul Shin

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Hardware Architecture ◽

Architecture Exploration

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Efficient Softmax Hardware Architecture for Deep Neural Networks

Proceedings of the 2019 on Great Lakes Symposium on VLSI - GLSVLSI '19 ◽

10.1145/3299874.3317988 ◽

2019 ◽

Author(s):

Gaoming Du ◽

Chao Tian ◽

Zhenmin Li ◽

Duoli Zhang ◽

Yongsheng Yin ◽

...

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Hardware Architecture

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Tile-Based Architecture Exploration for Convolutional Accelerators in Deep Neural Networks

2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas51828.2021.9458540 ◽

2021 ◽

Author(s):

Yang-Tsai Chen ◽

Yu-Xiang Yen ◽

Chun-Tse Chen ◽

Tzu-Yu Chen ◽

Chih-Tsun Huang ◽

...

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Architecture Exploration

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An Efficient and Fast Softmax Hardware Architecture (EFSHA) for Deep Neural Networks

2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas51828.2021.9458541 ◽

2021 ◽

Author(s):

Muhammad Awais Hussain ◽

Tsung-Han Tsai

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Hardware Architecture

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Deep neural networks trained with heavier data augmentation learn features closer to representations in hIT

10.32470/ccn.2018.1046-0 ◽

2018 ◽

Author(s):

Alex Hernández-García ◽

Johannes Mehrer ◽

Nikolaus Kriegeskorte ◽

Peter König ◽

Tim C. Kietzmann

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Data Augmentation

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Representation of adversarial images in deep neural networks and the human brain

10.32470/ccn.2018.1066-0 ◽

2018 ◽

Author(s):

Chi Zhang ◽

Xiaohan Duan ◽

Ruyuan Zhang ◽

Li Tong

Keyword(s):

Neural Networks ◽

Human Brain ◽

Deep Neural Networks

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Study on Intelligent Security Camera Systems for the Automated Detection of Nighttime Snatching Incidents using Deep Neural Networks

IEEJ Transactions on Industry Applications ◽

10.1541/ieejias.136.727 ◽

2016 ◽

Vol 136 (10) ◽

pp. 727-734 ◽

Author(s):

Itaru Nagayama ◽

Akira Miyahara ◽

Koichi Shimabukuro

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Automated Detection ◽

Camera Systems ◽

Intelligent Security

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Memory Requirement Reduction of Deep Neural Networks for Field Programmable Gate Arrays Using Low-Bit Quantization of Parameters

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287739 ◽

2021 ◽

Author(s):

Niccolo Nicodemo ◽

Gaurav Naithani ◽

Konstantinos Drossos ◽

Tuomas Virtanen ◽

Roberto Saletti

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Field Programmable Gate Arrays ◽

Memory Requirement ◽

Gate Arrays ◽

Field Programmable ◽

Programmable Gate Arrays

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The Use of Deep Neural Networks to Predict Post-liver Transplant Mortality

10.26226/morressier.58eb975cd462b80290b4f9e3 ◽

2017 ◽

Author(s):

Brent Ershoff

Keyword(s):

Neural Networks ◽

Liver Transplant ◽

Deep Neural Networks

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Financial Market Prediction and Improving the Performance Based on Large-scale Exogenous Variables and Deep Neural Networks

Korean Institute of Smart Media ◽

10.30693/smj.2020.9.4.26 ◽

2020 ◽

Vol 9 (4) ◽

pp. 26-35

Author(s):

Sung Gil Cheon ◽

Ju Hong Lee ◽

Bum Ghi Choi ◽

Jae Won Song

Keyword(s):

Neural Networks ◽

Financial Market ◽

Large Scale ◽

Deep Neural Networks ◽

Exogenous Variables

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Faculty Opinions recommendation of Comparison of deep neural networks to spatio-temporal cortical dynamics of human visual object recognition reveals hierarchical correspondence.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.726413891.793534418 ◽

2017 ◽

Author(s):

Odelia Schwartz

Keyword(s):

Neural Networks ◽

Object Recognition ◽

Deep Neural Networks ◽

Visual Object ◽

Visual Object Recognition ◽

Cortical Dynamics ◽

Spatio Temporal

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