scholarly journals Towards Fast and Energy-Efficient Binarized Neural Network Inference on FPGA

2019 ◽  
Author(s):  
Cheng Fu ◽  
Shilin Zhu ◽  
Hao Su ◽  
Ching-En Lee ◽  
Jishen Zhao
Keyword(s):  
Neural Network ◽  
Energy Efficient ◽  
Network Inference

An Accurate, Error-Tolerant, and Energy-Efficient Neural Network Inference Engine Based on SONOS Analog Memory

2022 ◽  
pp. 1-14
Author(s):  
T. Patrick Xiao ◽  
Ben Feinberg ◽  
Christopher H. Bennett ◽  
Vineet Agrawal ◽  
Prashant Saxena ◽  
...  
Keyword(s):  
Neural Network ◽  
Energy Efficient ◽  
Network Inference ◽  
Inference Engine ◽  
Analog Memory

Weight-Oriented Approximation for Energy-Efficient Neural Network Inference Accelerators

2020 ◽  
pp. 1-14
Author(s):  
Zois-Gerasimos Tasoulas ◽  
Georgios Zervakis ◽  
Iraklis Anagnostopoulos ◽  
Hussam Amrouch ◽  
Jorg Henkel
Keyword(s):  
Neural Network ◽  
Energy Efficient ◽  
Network Inference

scholarly journals Energy-Efficient Neural Network Inference with Microcavity Exciton Polaritons

2021 ◽  
Vol 16 (2) ◽  
Author(s):  
M. Matuszewski ◽  
A. Opala ◽  
R. Mirek ◽  
M. Furman ◽  
M. Król ◽  
...  
Keyword(s):  
Neural Network ◽  
Energy Efficient ◽  
Network Inference ◽  
Exciton Polaritons
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