spike-trains
There are 40 repositories under spike-trains topic.
Shikhargupta/Spiking-Neural-Network
Pure python implementation of SNN
catniplab/vlgp
Dimensionality reduction of spikes trains
Shikhargupta/Spiking-Restricted-Boltzmann-Machine
RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.
udion/Neurapse
Nuerapse simulations for SNNs
oist-ncbc/spykesim
Extended edit similarity measurement for high dimensional discrete-time series signal (e.g., multi-unit spike-train).
mrkrd/thorns
Spike analysis software
bsotomayorg/SpikeShip
SpikeShip: A method for fast, unsupervised discovery of high-dimensional neural spiking patterns.
dpshorten/CoTETE.jl
Continuous-Time Event-based Transfer Entropy
HussainAther/neuroscience
imaging, spike trains, information theory, neural circuitry, synaptic, channel properties
ITNG/itng_toolbox
IASBS Theoretical Neuroscience Group toolbox, to analysis the time series, spike trains and graphs in python.
tk-neuron/GLMCC
Python Implementation of GLMCC (generalized linear model for spike cross-correlations)
chriski777/NSTAnalysis
Neural Spike Train Analysis
mrkrd/cochlea3
Inner ear models for Python3
samiarja/spike-encoding
Spike Encoding tutorial
LiuLab-Bioelectronics-Harvard/AutoSort
Stable and aligned spike sorting and decoding over long-term recordings in BCI
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
adityaknegi/Sefron
Spiking Neural network
bryanlimy/CalciumGAN
Synthesising Realistic Calcium Imaging Data of Neuronal Populations Using GAN.
yuanz271/pyneuroglm
Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).
yuanz271/vlgpax
JAX version of vLGP (github.com/catniplab/vlgp)
alperyeg/spiking_GANs
GANs producing spiketrains
bryanlimy/spikes2calcium
A simple Python tool to convert spike trains to calcium fluorescence-like traces.
christophe-pouzat/LASCON2016
Material associated to C Pouzat's lectures at LASCON 2016
cuckoong/EB_spikes_trains
Python codes for Paper: An Efficient and Flexible Spike Train Model via Empirical Bayes
fabaroni/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).
meixichen/fastr
Factor analysis of multi-neuron spike trains in R
mzabolocki/SynaptiConn
A Python package for analyzing single-unit spike-sorted data to infer synaptic connections in neural circuits.
gavinmischler/spikeFRInder
Spike inference algorithm using frequency-domain FRI framework
junipertcy/functional-connectivity
Sensing the functional connectivity of the brain
Lucas-Romero-J/App_Spike_Train_Analysis_V3
Improved 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 .
MarkBuckwell/PythonModelling
Scripts to model functional experimental or other phenomena, such as neuronal/device spiking, or tip-sample interactions.
ssoooj/comp_neuro
Brief summary of the research
verzep/NERVE
Neural Environment for Random Variable Estimation
phuijse/spike4astro
Spike-train kernel for astronomical X-ray time series