JOURNAL ARTICLE
Mapping Spiking Neural Networks to Neuromorphic Hardware
Adarsha BalajiFrancky CatthoorAnup DasYuefeng WuKhanh HuynhFrancesco Dell'AnnaGiacomo IndiveriJeffrey L. KrichmarNikil DuttSiebren Schaafsma
Year: 2019 Journal: IEEE Transactions on Very Large Scale Integration (VLSI) Systems Vol: 28 (1)Pages: 76-86 Publisher: Institute of Electrical and Electronics Engineers
Abstract
sponsorship: This work was supported by the National Science Foundation under Award CCF-1937419 (RTML: Small: Design of System Software to Facilitate Real-Time Neuromorphic Computing). (National Science Foundation|CCF-1937419)
Keywords:
Neuromorphic engineering Spiking neural network Computer science Energy consumption Crossbar switch Spike (software development) Cluster analysis Heuristic Artificial neural network Latency (audio) Computer architecture Computer hardware Parallel computing Artificial intelligence Embedded system Engineering
Metrics
149
Cited By
8.43
FWCI (Field Weighted Citation Impact)
82
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Citation History
Topics
Advanced Memory and Neural Computing
Physical Sciences → Engineering → Electrical and Electronic Engineering
Neural dynamics and brain function
Life Sciences → Neuroscience → Cognitive Neuroscience
Ferroelectric and Negative Capacitance Devices
Physical Sciences → Engineering → Electrical and Electronic Engineering
Related Documents
JOURNAL ARTICLE
Mapping Spiking Neural Networks to Neuromorphic Hardware
Balaji, AdarshaCatthoor, FranckyDas, AnupWu, YuefengHuynh, KhanhDell'Anna, Francesco GIndiveri, GiacomoKrichmar, Jeffrey LDutt, Nikil DSchaafsma, Siebren
Journal: Zurich Open Repository and Archive (University of Zurich) Year: 2020
JOURNAL ARTICLE
Dataflow-Based Mapping of Spiking Neural Networks on Neuromorphic Hardware
Year: 2018 Pages: 419-422
BOOK-CHAPTER
Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware
Christoph OstrauJonas HomburgChristian KlarhorstMichael ThiesUlrich Rückert
Lecture notes in computer science Year: 2020 Pages: 610-621
JOURNAL ARTICLE
A Design Flow for Mapping Spiking Neural Networks to Many-Core Neuromorphic Hardware
Shihao SongM. Lakshmi VarshikaAnup DasNagarajan Kandasamy
Journal: 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) Year: 2021 Pages: 1-9
BOOK-CHAPTER
Efficient Optimizations for Spiking Neural Networks on Neuromorphic Hardware
Alberto MarchisioMuhammad Shafique
Year: 2024 Pages: 194-238