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1504.05767
Cited By
Rounding Methods for Neural Networks with Low Resolution Synaptic Weights
22 April 2015
Lorenz K. Muller
Giacomo Indiveri
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Papers citing
"Rounding Methods for Neural Networks with Low Resolution Synaptic Weights"
10 / 10 papers shown
Title
Mixed-Precision Neural Networks: A Survey
M. Rakka
M. Fouda
Pramod P. Khargonekar
Fadi J. Kurdahi
MQ
27
11
0
11 Aug 2022
Meta-learning Spiking Neural Networks with Surrogate Gradient Descent
Kenneth Stewart
Emre Neftci
35
25
0
26 Jan 2022
Pruning and Quantization for Deep Neural Network Acceleration: A Survey
Tailin Liang
C. Glossner
Lei Wang
Shaobo Shi
Xiaotong Zhang
MQ
150
676
0
24 Jan 2021
A Survey on Methods and Theories of Quantized Neural Networks
Yunhui Guo
MQ
31
232
0
13 Aug 2018
Rethinking Numerical Representations for Deep Neural Networks
Parker Hill
Babak Zamirai
Shengshuo Lu
Yu-Wei Chao
M. Laurenzano
...
S. Mahlke
T. Wenisch
Jia Deng
Lingjia Tang
Jason Mars
18
11
0
07 Aug 2018
ADaPTION: Toolbox and Benchmark for Training Convolutional Neural Networks with Reduced Numerical Precision Weights and Activation
Moritz B. Milde
Daniel Neil
Alessandro Aimar
T. Delbruck
Giacomo Indiveri
MQ
37
9
0
13 Nov 2017
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning
Georgios Detorakis
Sadique Sheik
C. Augustine
Somnath Paul
Bruno U. Pedroni
N. Dutt
J. Krichmar
Gert Cauwenberghs
Emre Neftci
35
29
0
29 Sep 2017
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps
Alessandro Aimar
Hesham Mostafa
Enrico Calabrese
A. Rios-Navarro
Ricardo Tapiador-Morales
...
Moritz B. Milde
Federico Corradi
A. Linares-Barranco
Shih-Chii Liu
T. Delbruck
88
243
0
05 Jun 2017
Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware
P. U. Diehl
Guido Zarrella
A. Cassidy
Bruno U. Pedroni
Emre Neftci
35
14
0
16 Jan 2016
Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines
Emre Neftci
Bruno U. Pedroni
Siddharth Joshi
Maruan Al-Shedivat
Gert Cauwenberghs
27
134
0
14 Nov 2015
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