astoeckel / nengo-bio
Library helping to incorporate biological constraints into Nengo networks
☆12Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for nengo-bio
- A Nengo Implementation of Short-term Synaptic Plasticity (STSP) as proposed by Mongillo, Barak and Tsodyks (2008)☆8Updated 4 years ago
- Deep learning integration for Nengo☆88Updated 4 months ago
- ☆36Updated 4 years ago
- Nengo interactive visualizer☆99Updated 5 months ago
- Coding projects by the community for the community☆12Updated 2 weeks ago
- Brian 2 frontend to the GeNN simulator☆47Updated 2 months ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆55Updated 6 years ago
- Training spiking neural networks for sound localization☆62Updated last week
- Course notes for SYDE 556: Simulating Neurobiological Systems☆13Updated 9 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆26Updated 5 months ago
- A brian2 extension to simulate spiking neural networks on GPUs☆61Updated 4 months ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆98Updated 10 months ago
- An Introduction to Modeling Neuronal Dynamics - Borgers in python, Single Neuron Models, Mathematical Modeling, Computational Neuroscienc…☆39Updated last year
- Ideas for models that could be made with Nengo if anyone has time☆9Updated last year
- Modeling animal vocalizations with VAEs☆18Updated 3 years ago
- Modeling animal vocalizations with variational autoencoders☆19Updated 8 months ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆89Updated 3 months ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆66Updated 5 years ago
- ☆12Updated 5 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆291Updated 3 months ago
- A Python package to facilitate the development, parallel simulation, optimization and analysis of multiscale biological neuronal networks…☆149Updated last week
- Inner ear models for Python☆108Updated 4 months ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆74Updated 3 months ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Python implementation of spike distance metrics☆72Updated 3 months ago
- Code associated with the paper "Bicknell B.A. & Häusser M., (2021). A synaptic learning rule for exploiting nonlinear dendritic computati…☆8Updated 3 years ago
- A SciUnit library for validation testing of spiking neural network models.☆15Updated 3 months ago
- Tools to use with Brian 2, in particular for visualization☆13Updated 2 months ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆36Updated 3 weeks ago
- ☆24Updated 4 years ago