Deep Neural Network Hardware Deployment Optimization via Advanced Active Learning

2021 ◽  
Author(s):  
Qi Sun ◽  
Chen Bai ◽  
Hao Geng ◽  
Bei Yu
Keyword(s):  
Neural Network ◽  
Active Learning ◽  
Deep Neural Network ◽  
Deployment Optimization ◽  
Neural Network Hardware

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

Input Voltage Mapping Optimized for Resistive Memory-Based Deep Neural Network Hardware

2017 ◽  
Vol 38 (9) ◽  
pp. 1228-1231 ◽  
Author(s):  
Taesu Kim ◽  
Hyungjun Kim ◽  
Jinseok Kim ◽  
Jae-Joon Kim
Keyword(s):  
Neural Network ◽  
Deep Neural Network ◽  
Input Voltage ◽  
Resistive Memory ◽  
Voltage Mapping ◽  
Neural Network Hardware

scholarly journals Deep Neural Network Hardware Implementation Based on Stacked Sparse Autoencoder

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 40674-40694 ◽  
Author(s):  
Maria G. F. Coutinho ◽  
Matheus F. Torquato ◽  
Marcelo A. C. Fernandes
Keyword(s):  
Neural Network ◽  
Deep Neural Network ◽  
Hardware Implementation ◽  
Neural Network Hardware ◽  
Sparse Autoencoder ◽  
Stacked Sparse Autoencoder
Sign in / Sign up

Export Citation Format

Share Document