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1801.00746
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Bridging the Gap Between Neural Networks and Neuromorphic Hardware with A Neural Network Compiler
15 November 2017
Yu Ji
Youhui Zhang
Wenguang Chen
Yuan Xie
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Papers citing
"Bridging the Gap Between Neural Networks and Neuromorphic Hardware with A Neural Network Compiler"
13 / 13 papers shown
Title
Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing
Jens Egholm Pedersen
Steven Abreu
Matthias Jobst
Gregor Lenz
Vittorio Fra
...
Gianvito Urgese
Sadasivan Shankar
Terrence C. Stewart
Jason K. Eshraghian
Sadique Sheik
34
30
0
24 Nov 2023
NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators
Aditya Manglik
Minesh Patel
Haiyu Mao
Behzad Salami
Jisung Park
Lois Orosa
O. Mutlu
20
1
0
10 Nov 2022
Dynamic Reliability Management in Neuromorphic Computing
Shihao Song
Jui Hanamshet
Adarsha Balaji
Anup Das
J. Krichmar
N. Dutt
Nagarajan Kandasamy
F. Catthoor
23
23
0
05 May 2021
Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware
Twisha Titirsha
Shihao Song
Anup Das
J. Krichmar
N. Dutt
Nagarajan Kandasamy
F. Catthoor
30
40
0
09 Mar 2021
Compiling Spiking Neural Networks to Mitigate Neuromorphic Hardware Constraints
Adarsha Balaji
Anup Das
33
16
0
27 Nov 2020
Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition
Adarsha Balaji
Shihao Song
Anup Das
J. Krichmar
N. Dutt
J. Shackleford
Nagarajan Kandasamy
F. Catthoor
38
26
0
19 Sep 2020
SPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud
Stefanos Laskaridis
Stylianos I. Venieris
Mario Almeida
Ilias Leontiadis
Nicholas D. Lane
28
266
0
14 Aug 2020
Improving Dependability of Neuromorphic Computing With Non-Volatile Memory
Shihao Song
Anup Das
Nagarajan Kandasamy
33
27
0
10 Jun 2020
Compiling Spiking Neural Networks to Neuromorphic Hardware
Shihao Song
Adarsha Balaji
Anup Das
Nagarajan Kandasamy
J. Shackleford
27
41
0
07 Apr 2020
Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks
Malu Zhang
Jiadong Wang
Burin Amornpaisannon
Zhixuan Zhang
VPK Miriyala
...
Hong Qu
Jibin Wu
Yansong Chua
Trevor E. Carlson
Haizhou Li
17
21
0
26 Mar 2020
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report)
Zeke Wang
Kaan Kara
Hantian Zhang
Gustavo Alonso
O. Mutlu
Ce Zhang
31
34
0
08 Mar 2019
FPSA: A Full System Stack Solution for Reconfigurable ReRAM-based NN Accelerator Architecture
Yu Ji
Youyang Zhang
Xinfeng Xie
Shuangchen Li
Peiqi Wang
Xing Hu
Youhui Zhang
Yuan Xie
25
55
0
28 Jan 2019
Crossbar-aware neural network pruning
Ling Liang
Lei Deng
Y. Zeng
Xing Hu
Yu Ji
Xin Ma
Guoqi Li
Yuan Xie
36
41
0
25 Jul 2018
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