This repository contains the implementation code for manuscript: Improving Surrogate Gradient Learning in Spiking Neural Netowrks Using Dynamical Systems Theory

Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.

YACS -- Yet Another Configuration System

Code related to the ELM neuron.

A python package for the topological analysis of neurons.

Biologically detailed neural network simulations and analysis API

Deep learning with spiking neural networks (SNNs) in PyTorch.

Code to accompany "Meta-Learning the Inductive Bias of Simple Neural Circuits", Dorrell et al. 2022

Training spiking neural networks for sound localization

Code associated with the paper "Bicknell B.A. & Häusser M., (2021). A synaptic learning rule for exploiting nonlinear dendritic computation".

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Implementation of the HMAX model of vision in PyTorch

Code behind the work "Multiple Synaptic Contacts Combined with Dendritic Filtering Enhance Spatio-Temporal Pattern Recognition of Single Neurons", bioRxiv 2022

Repository for the main Dockerfile with the OpenWorm software stack and project-wide issues

NEURON Simulator

Simulator optimized for large scale neural network simulations.

Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021

Tutorial for understanding how to use NEURON simulation environment

Colorization using Optimization

The source code of graphs and animations used in my YouTube channel (https://youtube.com/tkorting)

A Verilog implementation of a pipelined MIPS processor

Awesome emacs config files

Portable NeuroEvolution Library

A facial expression classification system that recognizes 6 basic emotions: happy, sad, surprise, fear, anger and neutral.

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev