ESML

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

gd-ssm

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.

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.

Efficient-Scalable-Machine-Learning/gd-ssm