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arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

astro-analysis

CalciumCV: Computer vision software for calcium signaling in astrocytes

autosleepscorer

An open-source sleep stage classification Python package

blog

bm3d_py

pure Python implement of BM3D

brian2

Brian is a free, open source simulator for spiking neural networks.

caiman

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

calciumimaginganalysis

An open-source method for analysis of confocal calcium imaging with sparse cells

kerasmnist

Keras MNIST for Handwriting Detection

mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

mnelab

MNELAB – a GUI for MNE

mobis2021

현대모비스 2022 데이터분석 준전문가 양성과정 딥러닝

mojo

The Mojo Programming Language

neurodynex3

sleepecg

Sleep stage detection using ECG

snn

This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it has original content in terms of code.

spikeflow

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

spiking-neural-network

Basic SNN propogating spikes between LIF neurons

spiking-neural-network-1

Pure python implementation of SNN

spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

spyketorch

High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.

tensorsandbox

My tensorflow sandbox

tensorspace

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

tinysleepnet

TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively

visbrain

A multi-purpose GPU-accelerated open-source suite for brain data visualization

yasa

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

yasa_classifier

Notebooks for training the classifier of YASA sleep staging

yeardream_04