RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.
-
Updated
Nov 25, 2017 - Python
RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.
Brilliantly Radical Artificially Intelligent Neural Machine
Neuromorphic Auditory Visualizer Tool
NeMo - A hardware agnostic neuromorphic processor simulation model built on ROSS
OpenN@S: Open-source software to NAS automatic VHDL code generation
Pure python implementation of SNN
E-prop on spinnaker 2: exploring online learning in spiking rnns on neuromorphic hardware
Neuromorphic architectures are hardware architectures that use the biologically inspired neural functions as the basis of operation. Information processing based on spiking neuron architectures have caught considerable attention in recent years due to its low power consumption compared to traditional artificial neural networks. In this project, …
An Address Event Representation toolbox for loading and visualising event data files in Python
A human-machine created programming language for neuromorphic engineering.
Bio-inspired neuromorphic cerebellum
Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.
openFrameworks addon for interfacing to the Dynamic Vision Sensors. This addon is a basic logger and player for the DAVIS/DVS sensors family
This is a collection of papers I read on SNN accelerators.
A fast generative model for stochastic memory cells
A flexible package manager designed to support multiple versions, configurations, platforms, and compilers.
Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)
Simulation of Advanced Neuromorphic Architectures for Fast Exploration
Add a description, image, and links to the neuromorphic-hardware topic page so that developers can more easily learn about it.
To associate your repository with the neuromorphic-hardware topic, visit your repo's landing page and select "manage topics."