On-Chip Deep Neural Network Storage with Multi-Level eNVM

2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC) ◽

10.1109/dac.2018.8465818 ◽

2018 ◽

Author(s):

Marco Donato ◽

Brandon Reagen ◽

Lillian Pentecost ◽

Udit Gupta ◽

David Brooks ◽

...

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Network Storage ◽

Multi Level ◽

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On-chip deep neural network storage with multi-level eNVM

Proceedings of the 55th Annual Design Automation Conference on - DAC '18 ◽

10.1145/3195970.3196083 ◽

2018 ◽

Author(s):

Marco Donato ◽

Brandon Reagen ◽

Lillian Pentecost ◽

Udit Gupta ◽

David Brooks ◽

...

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Network Storage ◽

Multi Level ◽

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Weld defect classification in radiographic images using unified deep neural network with multi-level features

Journal of Intelligent Manufacturing ◽

10.1007/s10845-020-01581-2 ◽

2020 ◽

Author(s):

Lu Yang ◽

Hongquan Jiang

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Defect Classification ◽

Radiographic Images ◽

Weld Defect ◽

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Blind Stereoscopic Image Quality Assessment By Deep Neural Network Of Multi-Level Feature Fusion

2020 IEEE International Conference on Multimedia and Expo (ICME) ◽

10.1109/icme46284.2020.9102888 ◽

2020 ◽

Author(s):

Jiebin Yan ◽

Yuming Fang ◽

Liping Huang ◽

Xiongkuo Min ◽

Yiru Yao ◽

...

Keyword(s):

Neural Network ◽

Image Quality ◽

Quality Assessment ◽

Deep Neural Network ◽

Image Quality Assessment ◽

Feature Fusion ◽

Stereoscopic Image ◽

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MOSDA: On-chip Memory Optimized Sparse Deep Neural Network Accelerator with Efficient Index Matching

IEEE Open Journal of Circuits and Systems ◽

10.1109/ojcas.2020.3035402 ◽

2020 ◽

pp. 1-1

Author(s):

Hongjie Xu ◽

Jun Shiomi ◽

Hidetoshi Onodera

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Index Matching ◽

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A Two-way SRAM Array based Accelerator for Deep Neural Network On-chip Training

2020 57th ACM/IEEE Design Automation Conference (DAC) ◽

10.1109/dac18072.2020.9218524 ◽

2020 ◽

Author(s):

Hongwu Jiang ◽

Shanshi Huang ◽

Xiaochen Peng ◽

Jian-Wei Su ◽

Yen-Chi Chou ◽

...

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Network On Chip ◽

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On-Chip Memory Based Binarized Convolutional Deep Neural Network Applying Batch Normalization Free Technique on an FPGA

2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) ◽

10.1109/ipdpsw.2017.95 ◽

2017 ◽

Author(s):

Haruyoshi Yonekawa ◽

Hiroki Nakahara

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Batch Normalization ◽

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DNN-Life: An Energy-Efficient Aging Mitigation Framework for Improving the Lifetime of On-Chip Weight Memories in Deep Neural Network Hardware Architectures

10.23919/date51398.2021.9473943 ◽

2021 ◽

Author(s):

Muhammad Abdullah Hanif ◽

Muhammad Shafique

Keyword(s):

Neural Network ◽

Energy Efficient ◽

Deep Neural Network ◽

Hardware Architectures ◽

Neural Network Hardware ◽

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Design of an Efficient Deep Neural Network for Multi-level Classification of Breast Cancer Histology Images

Intelligent Computing and Applications - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-15-5566-4_40 ◽

2020 ◽

pp. 447-459

Author(s):

H. S. Laxmisagar ◽

M. C. Hanumantharaju

Keyword(s):

Breast Cancer ◽

Neural Network ◽

Deep Neural Network ◽

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Multi-Level Deep Neural Network Adaptation for Speaker Verification Using MMD and Consistency Regularization

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp40776.2020.9054134 ◽

2020 ◽

Author(s):

Weiwei Lin ◽

Man-Mai Mak ◽

Na Li ◽

Dan Su ◽

Dong Yu

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Speaker Verification ◽

Network Adaptation ◽

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On-Chip Memory Technology Design Space Explorations for Mobile Deep Neural Network Accelerators

Proceedings of the 56th Annual Design Automation Conference 2019 on - DAC '19 ◽

10.1145/3316781.3317874 ◽

2019 ◽

Author(s):

Haitong Li ◽

Mudit Bhargava ◽

Paul N. Whatmough ◽

H.-S. Philip Wong

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Design Space ◽

Technology Design ◽

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