48 Open source projects that are alternatives of or similar to BrainModels

Brain Dynamics Programming in Python

A brian2 extension to simulate spiking neural networks on GPUs

Auryn: A fast simulator for spiking neural networks with synaptic plasticity

Python library for easy creation and running of spiking neural networks in tensorflow.

Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.

Computational Neuroscience Crash Course (University of Bordeaux, 2020)

No description or website provided.

Liquid State Machines in Python and NEST

One-Shot Object Appearance Learning using Spiking Neural Networks

YASS: Yet Another Spike Sorter

Implementation of a Spiking Neural Network in Tensorflow.

Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS.

Short undergraduate course taught at University of Pennsylvania on computational and theoretical neuroscience. Provides an introduction to programming in MATLAB, single-neuron models, ion channel models, basic neural networks, and neural decoding.

This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform.

A package for data-driven validation of neuron and ion channel models using SciUnit

A virtual optogenetics laboratory

The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on circuit mechanisms underlying EEG/MEG data.

CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations

CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models with a high degree of biological detail.

Event-Based Angular Velocity Regression with Spiking Networks

Simulation of spiking neural networks (SNNs) using PyTorch.

OpenN@S: Open-source software to NAS automatic VHDL code generation

TREES toolbox

Synaptic Plasticity with Online Reinforcement learning

Python 3 library for analysis of neuroanatomical data

JAX-based Spiking Neural Network framework

Deep learning for spiking neural networks

A large-scale spiking model of the vision-related areas of macaque cortex.

RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.

spiking-neural-networks

An epithelium simulation library

Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation

Data encoders

3D skeleton extraction from meshes.

认知计算神经联盟 讨论会

An easy neural network for Java!

Deep learning integration for Nengo

Computational Neuroscience Crash Course (CNCC 2019)

Neural Simulator for AGI research and development

A python and C++ library for reading and writing neuronal morphologies

Neuron class provides LNU, QNU, RBF, MLP, MLP-ELM neurons

Go implementation of Leabra algorithm for biologically-based models of cognition, based on emergent framework (with Python interface)

Systems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data

Using Self-Organizing Maps for Travelling Salesman Problem

An interactive image processing program for biologists written in Python.

Library to make and train a concurrent multilayer perceptron

Diverse, Noisy and Parallel: a New Spiking Neural Network Approach for Humanoid Robot Control

Spiking neural network system