An FPGA Implementation of On-Chip Trainable Multilayer SAM Spiking Neural Network

The Proceedings of The 9th IIAE International Conference on Industrial Application Engineering 2020 ◽

10.12792/iciae2021.027 ◽

2021 ◽

Author(s):

Minoru Motoki ◽

Ryuji Waseda ◽

Terumitsu Nishimuta

Keyword(s):

Neural Network ◽

Fpga Implementation ◽

Spiking Neural Network ◽

On Chip

Download Full-text

TripleBrain: An Edge Neuromorphic Architecture for High-accuracy Single-layer Spiking Neural Network with On-chip Self-organizing and Reinforcement Learning

10.1109/icta53157.2021.9661702 ◽

2021 ◽

Author(s):

Haibing Wang ◽

Zhen He ◽

Jinsong Rao ◽

Tengxiao Wang ◽

Junxian He ◽

...

Keyword(s):

Neural Network ◽

Reinforcement Learning ◽

Single Layer ◽

High Accuracy ◽

Spiking Neural Network ◽

On Chip ◽

Neuromorphic Architecture ◽

Self Organizing

Download Full-text

FPGA Implementation of an Evolving Spiking Neural Network

Advances in Neuro-Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-02490-0_137 ◽

2009 ◽

pp. 1129-1136 ◽

Cited By ~ 4

Author(s):

Alan Zuppicich ◽

Snjezana Soltic

Keyword(s):

Neural Network ◽

Fpga Implementation ◽

Spiking Neural Network ◽

Evolving Spiking Neural Network

Download Full-text

A Compact Correlation Filter For On-Chip Learning in a Spiking Neural Network

2006 49th IEEE International Midwest Symposium on Circuits and Systems ◽

10.1109/mwscas.2006.382166 ◽

2006 ◽

Cited By ~ 2

Author(s):

Jacob N. Allen ◽

Hoda S. Abdel-Aty-Zohdy ◽

Robert L. Ewing

Keyword(s):

Neural Network ◽

Correlation Filter ◽

Spiking Neural Network ◽

On Chip

Download Full-text

FPGA implementation of programmable pulse mode neural network with on chip learning

International Conference on Design and Test of Integrated Systems in Nanoscale Technology, 2006. DTIS 2006. ◽

10.1109/dtis.2006.1708686 ◽

2006 ◽

Cited By ~ 1

Author(s):

A. Damak ◽

M. Krid ◽

D. Sellami Masmoudi ◽

N. Derbel

Keyword(s):

Neural Network ◽

Pulse Mode ◽

Fpga Implementation ◽

On Chip

Download Full-text

A spiking neural network for extraction of features in colour opponent visual pathways and FPGA implementation

Neurocomputing ◽

10.1016/j.neucom.2016.09.093 ◽

2017 ◽

Vol 228 ◽

pp. 119-132 ◽

Cited By ~ 3

Author(s):

Qi Yan Sun ◽

Qing Xiang Wu ◽

Xuan Wang ◽

Lei Hou

Keyword(s):

Neural Network ◽

Visual Pathways ◽

Fpga Implementation ◽

Spiking Neural Network

Download Full-text

FPGA implementation of a spiking neural network for pattern matching

2011 IEEE International Symposium of Circuits and Systems (ISCAS) ◽

10.1109/iscas.2011.5937649 ◽

2011 ◽

Cited By ~ 6

Author(s):

Louis-Charles Caron ◽

Frederic Mailhot ◽

Jean Rouat

Keyword(s):

Neural Network ◽

Pattern Matching ◽

Fpga Implementation ◽

Spiking Neural Network

Download Full-text

A 4096-Neuron 1M-Synapse 3.8-pJ/SOP Spiking Neural Network With On-Chip STDP Learning and Sparse Weights in 10-nm FinFET CMOS

IEEE Journal of Solid-State Circuits ◽

10.1109/jssc.2018.2884901 ◽

2019 ◽

Vol 54 (4) ◽

pp. 992-1002 ◽

Cited By ~ 18

Author(s):

Gregory K. Chen ◽

Raghavan Kumar ◽

H. Ekin Sumbul ◽

Phil C. Knag ◽

Ram K. Krishnamurthy

Keyword(s):

Neural Network ◽

Spiking Neural Network ◽

On Chip

Download Full-text

A 4096-Neuron 1M-Synapse 3.8PJ/SOP Spiking Neural Network with On-Chip STDP Learning and Sparse Weights in 10NM FinFET CMOS

2018 IEEE Symposium on VLSI Circuits ◽

10.1109/vlsic.2018.8502423 ◽

2018 ◽

Cited By ~ 5

Author(s):

Gregory K. Chen ◽

Raghavan Kumar ◽

H. Ekin Sumbul ◽

Phil C. Knag ◽

Ram K. Krishnamurthy

Keyword(s):

Neural Network ◽

Spiking Neural Network ◽

On Chip

Download Full-text

Efficient surface-wave-based network-on-chip architecture for spiking-neural-network

2017 Annual Conference on New Trends in Information & Communications Technology Applications (NTICT) ◽

10.1109/ntict.2017.7976117 ◽

2017 ◽

Author(s):

Ammar J. M. Karkar ◽

Terrence Mak ◽

Alex Yakovlev

Keyword(s):

Neural Network ◽

Surface Wave ◽

Network On Chip ◽

Spiking Neural Network ◽

On Chip

Download Full-text

An on-chip learning, low-power probabilistic spiking neural network with long-term memory

2013 IEEE Biomedical Circuits and Systems Conference (BioCAS) ◽

10.1109/biocas.2013.6679626 ◽

2013 ◽

Cited By ~ 1

Author(s):

Hung-Yi Hsieh ◽

Kea-Tiong Tang

Keyword(s):

Neural Network ◽

Low Power ◽

Long Term Memory ◽

Spiking Neural Network ◽

Term Memory ◽

On Chip

Download Full-text