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# BindsNET
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Python package used for simulating spiking neural networks (SNNs) in[PyTorch](http://pytorch.org/).
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A Python package used for simulating spiking neural networks (SNNs) using[PyTorch](http://pytorch.org/) GPU functionality.
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We are interested in applying SNNs to machine learning (ML) and reinforcement learning (RL) problems, but the code (especially the core `network` functionality for building and simulating SNNs) can be used for any purpose.
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BindsNET is a spiking neural network simulation software, a critical component enabling the modeling of neural systems and the development of biologically inspired algorithms in the machine learning domain.
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This package is used as part of ongoing research on applying SNNs to machine learning (ML) and reinforcement learning (RL) problems in the [Biologically Inspired Neural & Dynamical Systems (BINDS) lab](http://binds.cs.umass.edu/).
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