Pure python implementation of SNN

• UpdatedJul 29, 2022
• Python

Dimensionality reduction of spikes trains

• UpdatedOct 9, 2021
• Python

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

• UpdatedNov 25, 2017
• Python

Nuerapse simulations for SNNs

• UpdatedOct 10, 2018
• Python

Extended edit similarity measurement for high dimensional discrete-time series signal (e.g., multi-unit spike-train).

• UpdatedFeb 9, 2024
• Python

Spike analysis software

• UpdatedMar 10, 2022
• Python

SpikeShip: A method for fast, unsupervised discovery of high-dimensional neural spiking patterns.

• UpdatedApr 18, 2024
• Jupyter Notebook

imaging, spike trains, information theory, neural circuitry, synaptic, channel properties

• UpdatedMay 13, 2023
• MATLAB

• UpdatedJun 26, 2019
• MATLAB

Continuous-Time Event-based Transfer Entropy

• UpdatedJul 13, 2022
• Julia

IASBS Theoretical Neuroscience Group toolbox, to analysis the time series, spike trains and graphs in python.

• UpdatedSep 30, 2020
• Python

Stable and aligned spike sorting and decoding over long-term recordings in BCI

• UpdatedDec 20, 2024
• Jupyter Notebook

Python Implementation of GLMCC (generalized linear model for spike cross-correlations)

• UpdatedDec 19, 2022
• Python

Neural Spike Train Analysis

• UpdatedAug 7, 2017
• MATLAB

Inner ear models for Python3

• UpdatedJun 22, 2022
• Python

• UpdatedJul 5, 2019
• Python

Spike Encoding tutorial

• UpdatedNov 24, 2021
• Jupyter Notebook

This MATLAB code allows to semi-automatically classify spontaneous firing neurones according to regularity, grouping of spikes in bursts and firing frequency inter- and intra-burst

• UpdatedJul 12, 2018
• MATLAB

Synthesising Realistic Calcium Imaging Data of Neuronal Populations Using GAN.

• UpdatedJul 6, 2023
• Python

Spiking Neural network

• UpdatedNov 4, 2019
• Python