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Parallel Deep Neural Network Training for Big Data on Blue Gene/Q
SC14: International Conference for High Performance Computing, Networking, Storage and Analysis
◽
10.1109/sc.2014.66
◽
2014
◽
Cited By ~ 8
Author(s):
I-Hsin Chung
◽
Tara N. Sainath
◽
Bhuvana Ramabhadran
◽
Michael Pichen
◽
John Gunnels
◽
...
Keyword(s):
Neural Network
◽
Big Data
◽
Deep Neural Network
◽
Neural Network Training
◽
Network Training
◽
Blue Gene
Download Full-text
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Cited By
References
Parallel Deep Neural Network Training for Big Data on Blue Gene/Q
IEEE Transactions on Parallel and Distributed Systems
◽
10.1109/tpds.2016.2626289
◽
2017
◽
Vol 28
(6)
◽
pp. 1703-1714
◽
Cited By ~ 12
Author(s):
I-Hsin Chung
◽
Tara N. Sainath
◽
Bhuvana Ramabhadran
◽
Michael Picheny
◽
John Gunnels
◽
...
Keyword(s):
Neural Network
◽
Big Data
◽
Deep Neural Network
◽
Neural Network Training
◽
Network Training
◽
Blue Gene
Download Full-text
Parallel deep neural network training for LVCSR tasks using blue gene/Q
10.21437/interspeech.2014-272
◽
2014
◽
Author(s):
Tara N. Sainath
◽
I-hsin Chung
◽
Bhuvana Ramabhadran
◽
Michael Picheny
◽
John Gunnels
◽
...
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Neural Network Training
◽
Network Training
◽
Blue Gene
Download Full-text
A Deep Neural Network Training Architecture with Inference-aware Heterogeneous Data-type
IEEE Transactions on Computers
◽
10.1109/tc.2021.3078316
◽
2021
◽
pp. 1-1
Author(s):
Seungkyu Choi
◽
Jaekang Shin
◽
Lee-Sup Kim
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Heterogeneous Data
◽
Data Type
◽
Neural Network Training
◽
Network Training
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An Energy-Efficient Deep Neural Network Training Processor with Bit-Slice-Level Reconfigurability and Sparsity Exploitation
2021 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS)
◽
10.1109/coolchips52128.2021.9410324
◽
2021
◽
Author(s):
Donghyeon Han
◽
Dongseok Im
◽
Gwangtae Park
◽
Youngwoo Kim
◽
Seokchan Song
◽
...
Keyword(s):
Neural Network
◽
Energy Efficient
◽
Deep Neural Network
◽
Neural Network Training
◽
Network Training
Download Full-text
Deep Neural Network Training Accelerator Designs in ASIC and FPGA
2020 International SoC Design Conference (ISOCC)
◽
10.1109/isocc50952.2020.9333063
◽
2020
◽
Author(s):
Shreyas K. Venkataramanaiah
◽
Shihui Yin
◽
Yu Cao
◽
Jae-Sun Seo
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Neural Network Training
◽
Network Training
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Low Complexity Gradient Computation Techniques to Accelerate Deep Neural Network Training
IEEE Transactions on Neural Networks and Learning Systems
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10.1109/tnnls.2021.3130991
◽
2021
◽
pp. 1-15
Author(s):
Dongyeob Shin
◽
Geonho Kim
◽
Joongho Jo
◽
Jongsun Park
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Low Complexity
◽
Neural Network Training
◽
Computation Techniques
◽
Network Training
◽
Gradient Computation
Download Full-text
A FeRAM based Volatile/Non-volatile Dual-mode Buffer Memory for Deep Neural Network Training
10.23919/date51398.2021.9474180
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2021
◽
Author(s):
Yandong Luo
◽
Yuan-Chun Luc
◽
Shimeng Yu
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Neural Network Training
◽
Dual Mode
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Buffer Memory
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Network Training
Download Full-text
Exploring one pass learning for deep neural network training with averaged stochastic gradient descent
2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
◽
10.1109/icassp.2014.6854928
◽
2014
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Cited By ~ 5
Author(s):
Zhao You
◽
Xiaorui Wang
◽
Bo Xu
Keyword(s):
Neural Network
◽
Gradient Descent
◽
Deep Neural Network
◽
Stochastic Gradient
◽
Stochastic Gradient Descent
◽
Neural Network Training
◽
Network Training
Download Full-text
A 141.4 mW Low-Power Online Deep Neural Network Training Processor for Real-time Object Tracking in Mobile Devices
2018 IEEE International Symposium on Circuits and Systems (ISCAS)
◽
10.1109/iscas.2018.8351398
◽
2018
◽
Cited By ~ 4
Author(s):
Donghyeon Han
◽
Jinsu Lee
◽
Jinmook Lee
◽
Sungpill Choi
◽
Hoi-Jun Yoo
Keyword(s):
Neural Network
◽
Low Power
◽
Object Tracking
◽
Real Time
◽
Mobile Devices
◽
Deep Neural Network
◽
Neural Network Training
◽
Network Training
Download Full-text
A Unified Coded Deep Neural Network Training Strategy based on Generalized PolyDot codes
2018 IEEE International Symposium on Information Theory (ISIT)
◽
10.1109/isit.2018.8437852
◽
2018
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Cited By ~ 12
Author(s):
Sanghamitra Dutta
◽
Ziqian Bai
◽
Haewon Jeong
◽
Tze Meng Low
◽
Pulkit Grover
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Neural Network Training
◽
Training Strategy
◽
Network Training
Download Full-text
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