Ashu156

Spectral-analysis-of-LFPs

Spectral analysis of LFPs / analyzing LFPs in the time-frequency domain

Analyzing_Neural_Time_Series

python implementations of Analyzing Neural Time Series Textbook

AnalyzingNeuralTimeSeries

Code for ANTS book (Cohen, 2012, MIT Press)

behavior-code

Code examples for the book Behavior Analysis with Machine Learning and R

Behavioural-Analysis

Analysis of behavioural data using MATLAB

buzcode

Code for internal lab sharing - polishing has started but is by no means complete

Data_visualization

DeepFLaSH

Deep learning pipeline for segmentation of fluorescent labels in microscopy images

Social-W-behavioral-analysis

eeg-notebooks

A collection of classic EEG experiments implemented with Python and Jupyter notebooks

gedCFC

MATLAB code for multivariate cross-frequency coupling.

HanganuOpatzToolbox

IDTxl

Image-Processing

JLab

memory-decay-

mplcyberpunk

"Cyberpunk style" for matplotlib plots

neural-systems-modeling-exercises

Exercises of the book Tutorial on Neural Systems Modeling by Thomas J. Anastasio

Neural-time-series-analysis-LFP

Neuroscience-resources

Various resources on the internet for learning neuroscience

nwb_hackathons

Repository for collecting materials from nwb hackathons

Protocols

Rat-Brain-Atlas

Coronal sections of the rat brain without text

scikit-learn

scikit-learn: machine learning in Python

SoftwareOscilloscope

A software oscilloscope for Arduino made with Python and PyQtGraph

spectral_connectivity

Frequency domain functional and directed connectivity analysis tools for electrophysiological data

Statistical-Learning-Course

STRF_library

functions required for STRF analysis

Superlets

track_linearization

Linearize 2D position to 1D using an HMM