Improved Deep Neural Network Hardware-Accelerators Based on Non-Volatile-Memory: The Local Gains Technique

2017 ◽  
Author(s):  
Irem Boybat ◽  
Carmelo di Nolfo ◽  
Stefano Ambrogio ◽  
Martina Bodini ◽  
Nathan C.P. Farinha ◽  
...  
Keyword(s):  
Neural Network ◽  
Deep Neural Network ◽  
Hardware Accelerators ◽  
Non Volatile Memory ◽  
Neural Network Hardware ◽  
Volatile Memory

Surrogate Model based Co-Optimization of Deep Neural Network Hardware Accelerators

2021 ◽  
Author(s):  
Hendrik Wohrle ◽  
Mariela De Lucas Alvarez ◽  
Fabian Schlenke ◽  
Alexander Walsemann ◽  
Michael Karagounis ◽  
...  
Keyword(s):  
Neural Network ◽  
Surrogate Model ◽  
Deep Neural Network ◽  
Hardware Accelerators ◽  
Model Based ◽  
Neural Network Hardware

scholarly journals Comparing domain wall synapse with other non volatile memory devices for on-chip learning in analog hardware neural network

AIP Advances ◽  
2020 ◽  
Vol 10 (2) ◽  
pp. 025111 ◽  
Author(s):  
Divya Kaushik ◽  
Utkarsh Singh ◽  
Upasana Sahu ◽  
Indu Sreedevi ◽  
Debanjan Bhowmik
Keyword(s):  
Neural Network ◽  
Domain Wall ◽  
Memory Devices ◽  
Non Volatile Memory ◽  
Volatile Memory ◽  
On Chip ◽  
Hardware Neural Network
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