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---
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title: "hxtorch"
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type: neuromorphic-software
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description: Training spiking neural networks with BrainScaleS-2 hardware-in-the-loop support based on PyTorch.
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website: https://electronicvisions.github.io/documentation-brainscales2/latest/
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dependencies: PyTorch, BrainScaleS-2 OS
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field_of_application: Machine Learning, Neuromorphic Hardware, In-the-loop Training
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source_code: https://github.com/electronicvisions/hxtorch
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license: LGPL-2.0-or-later
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supports_hardware: True
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supports_NIR: True
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language: Python
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draft: false
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---
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## Overview
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**hxtorch** is a deep learning Python library used for numerical simulation, neuromorphic emulation and training of spiking neural networks (SNNs) with BrainScaleS-2 neuromorphic hardware in-the-loop.

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