BindsNET: A Machine Learning-Oriented Spiking Neural Networks Library in Python

BindsNET: A Machine Learning-Oriented Spiking Neural Networks Library in Python

The development of spiking neural network simulation software is a critical component enabling the modeling of neural systems and the development of biologically inspired algorithms. Existing software frameworks support a wide range of neural functionality, software abstraction levels, and hardware...

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Bibliographic Details
Main Authors: Hananel Hazan, Daniel J. Saunders, Hassaan Khan, Devdhar Patel, Darpan T. Sanghavi, Hava T. Siegelmann, Robert Kozma
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-12-01
Series:Frontiers in Neuroinformatics
Subjects:
GPU-computing
spiking Network
PyTorch
machine learning
python (programming language)
reinforcement learning (RL)
Online Access:https://www.frontiersin.org/article/10.3389/fninf.2018.00089/full

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