neural-reckoning / cosyne-tutorial-2022
Cosyne workshop tutorial 2022
☆104Updated 2 years ago
Related projects: ⓘ
- Training spiking neural networks for sound localization☆60Updated this week
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆66Updated 5 years ago
- ☆34Updated 4 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆25Updated 3 months ago
- This repository serves as a container for material around the Brian simulator, such as presentations and tutorials.☆36Updated 9 months ago
- A brian2 extension to simulate spiking neural networks on GPUs☆60Updated 2 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆280Updated last month
- Tutorial for surrogate gradient learning in spiking neural networks☆35Updated last month
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆41Updated last year
- Long short-term memory Spiking Neural Networks☆97Updated 4 years ago
- Brian 2 frontend to the GeNN simulator☆46Updated 2 weeks ago
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆35Updated 2 years ago
- Papers and other material for getting started with Neuro-AI!☆41Updated last year
- ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks.☆36Updated last week
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆31Updated 2 years ago
- A reservoir computing toolbox for neuroscientists☆78Updated last month
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆53Updated 3 weeks ago
- ☆25Updated 2 years ago
- A Nengo Implementation of Short-term Synaptic Plasticity (STSP) as proposed by Mongillo, Barak and Tsodyks (2008)☆8Updated 4 years ago
- A large-scale spiking model of the vision-related areas of macaque cortex.☆71Updated 5 months ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆29Updated 4 months ago
- A Loihi emulator based on Brian2☆24Updated 2 years ago
- An Introduction to Modeling Neuronal Dynamics - Borgers in python, Single Neuron Models, Mathematical Modeling, Computational Neuroscienc…☆37Updated last year
- Tutorial codes for modeling brains with neural nets☆206Updated 3 years ago
- ☆83Updated 6 months ago
- Code associated with the paper "Bicknell B.A. & Häusser M., (2021). A synaptic learning rule for exploiting nonlinear dendritic computati…☆8Updated 2 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆21Updated 8 months ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆48Updated 3 years ago
- A computational platform for studying spiking neural circuits developed by Dr. Pulin Gong's group at University of Sydney.☆13Updated last year
- A library for deep learning with Spiking Neural Networks (SNN).☆23Updated this week