ESML

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7 repositories

event-ssm
Public
Official implementation of our paper "Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models"
deep-learning state-space-model event-based-camera event-based-vision
Python
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MIT License
•4•20•1•0•Updated Oct 2, 2025Oct 2, 2025
event-based-mamba
Public
Building on our prior work on event-based state-space models, we developed an event-based state-space model based on the Mamba architecture for asynchronous streams of events such as event-based vision, spiking audio and point clouds.
computer-vision deep-learning state-space-models event-based-vision
Python
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MIT License
•0•1•0•0•Updated Oct 1, 2025Oct 1, 2025
neurobench
Public
Benchmark harness and baseline results for the NeuroBench algorithm track.
Python
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Apache License 2.0
•21•0•0•0•Updated Jun 20, 2025Jun 20, 2025
ICONS-2024-Hands-On
Public
This repository provides the code for the hands-on session of our tutorial on generalized neuromorphic neural architectures at the International Conference on Neuromorphic Systems (ICONS) 2024, Arlington, VA.
Jupyter Notebook
•0•1•0•0•Updated Aug 2, 2024Aug 2, 2024
DeepRewire
Public
Easily create and optimize PyTorch networks as in the Deep Rewiring paper (https://igi-web.tugraz.at/PDF/241.pdf). Install using 'pip install deep_rewire'
sparse sparse-neural-networks deep-rewiring
Python
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MIT License
•1•1•1•0•Updated Jul 23, 2024Jul 23, 2024
EvNN
Public
Event-based neural networks
neural-network cuda pytorch spiking-neural-networks rnn-model sparse-neural-networks efficient-neural-networks
Python
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Apache License 2.0
•3•28•2•0•Updated Jul 7, 2024Jul 7, 2024
beyond-weights
Public
Implementation of pure synaptic-delay training of spiking neural networks (based on SLAYER)
spiking-neural-networks
Python
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GNU General Public License v3.0
•0•4•0•0•Updated Aug 2, 2023Aug 2, 2023