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Norse Library Gradient Based

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Seminar✓ Recording AvailableNeuroscience

Norse: A library for gradient-based learning in Spiking Neural Networks

Catherine Schuman

Dr

Oak Ridge National Laboratory

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Tuesday, November 2, 2021

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Tuesday, November 2, 2021

4:30 PM Europe/Berlin

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Abstract

Norse aims to exploit the advantages of bio-inspired neural components, which are sparse and event-driven - a fundamental difference from artificial neural networks. Norse expands PyTorch with primitives for bio-inspired neural components, bringing you two advantages: a modern and proven infrastructure based on PyTorch and deep learning-compatible spiking neural network components.

Topics

PyTorchSpiking Neural Networksbio-inspiredbio-inspired neural componentsdeep learningevent-drivengradient-based learningneural network infrastructurenorseprimitivessparse

About the Speaker

Catherine Schuman

Dr

Oak Ridge National Laboratory

Contact & Resources

Personal Website

scholar.google.com/citations

@cdschuman

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twitter.com/cdschuman

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