spike-trains
There are 0 repository under spike-trains topic.
Shikhargupta / Spiking-Neural-Network
Pure python implementation of SNN
Language:Python 1083- Language:Python 49
RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.
Language:Python 29- Language:Python 24
oist-ncbc / spykesim
Extended edit similarity measurement for high dimensional discrete-time series signal (e.g., multi-unit spike-train).
Language:Python 22- Language:Python 17
bsotomayorg / SpikeShip
SpikeShip: A method for fast, unsupervised discovery of high-dimensional neural spiking patterns.
Language:Jupyter Notebook 16- Language:MATLAB 10
- Language:Julia 10
HussainAther / neuroscience
imaging, spike trains, information theory, neural circuitry, synaptic, channel properties
Language:MATLAB 10ITNG / itng_toolbox
IASBS Theoretical Neuroscience Group toolbox, to analysis the time series, spike trains and graphs in python.
Language:Python 7LiuLab-Bioelectronics-Harvard / AutoSort
Stable and aligned spike sorting and decoding over long-term recordings in BCI
Language:Jupyter Notebook 6tk-neuron / GLMCC
Python Implementation of GLMCC (generalized linear model for spike cross-correlations)
Language:Python 6chriski777 / NSTAnalysis
Neural Spike Train Analysis
Language:Matlab 5- Language:Python 4
- Language:Python 4
- Language:Jupyter Notebook 4
Lucas-Romero-J / App_Spike_Train_Analysis
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
Language:MATLAB 3adityaknegi / Sefron
Spiking Neural network
Language:Python 2bryanlimy / CalciumGAN
Synthesising Realistic Calcium Imaging Data of Neuronal Populations Using GAN.
Language:Python 2yuanz271 / pyneuroglm
Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).
Language:Python 2- Language:Python 2
alperyeg / spiking_GANs
GANs producing spiketrains
Language:Python 1A simple Python tool to convert spike trains to calcium fluorescence-like traces.
Language:Python 1christophe-pouzat / LASCON2016
Material associated to C Pouzat's lectures at LASCON 2016
Language:HTML 1cuckoong / EB_spikes_trains
Python codes for Paper: An Efficient and Flexible Spike Train Model via Empirical Bayes
Language:Python 1junipertcy / functional-connectivity
Sensing the functional connectivity of the brain
Language:Python 1- Language:R 1
- SynaptiConn
mzabolocki / SynaptiConn
A Python package for analyzing single-unit spike-sorted data to infer synaptic connections in neural circuits.
Language:Python 1 gavinmischler / spikeFRInder
Spike inference algorithm using frequency-domain FRI framework
Language:Jupyter Notebook 0GNB-UAM / sync_osc_MSTMs
Code used for the article "Synchrony, oscillations, and phase relationships in collective neuronal activity: a highly-comparative overview of methods" by F. Baroni and B.D. Fulcher (2024).
Language:MATLAB 0Improved version of the MATLAB software for spontaneous firing pattern classification according to regularity, grouping of spikes in bursts and inter- and intra-burst firing frequency .
Language:MATLAB 0MarkBuckwell / PythonModelling
Scripts to model functional experimental or other phenomena, such as neuronal/device spiking, or tip-sample interactions.
Language:Python 0ssoooj / comp_neuro
Brief summary of the research
0im-vishalverma / EI-Spiking-Neural-Network-with-Delay
Belongs to the MSc Physics Thesis of Vishal Verma.
Language:Pythonphuijse / spike4astro
Spike-train kernel for astronomical X-ray time series
Language:Jupyter Notebook
