ESML
Efficient Scalable Machine Learning group (Ruhr University Bochum & Royal Hollway University of London)
Pinned Repositories
beyond-weights
Implementation of pure synaptic-delay training of spiking neural networks (based on SLAYER)
DeepRewire
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'
event-ssm
Official implementation of our paper "Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models"
EvNN
Event-based neural networks
ICONS-2024-Hands-On
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.
ESML's Repositories
Efficient-Scalable-Machine-Learning/EvNN
Event-based neural networks
Efficient-Scalable-Machine-Learning/event-ssm
Official implementation of our paper "Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models"
Efficient-Scalable-Machine-Learning/beyond-weights
Implementation of pure synaptic-delay training of spiking neural networks (based on SLAYER)
Efficient-Scalable-Machine-Learning/DeepRewire
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'
Efficient-Scalable-Machine-Learning/ICONS-2024-Hands-On
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.