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51 search results found

Course Content ⭐ 2,527

NMA Computational Neuroscience course

Precourse ⭐ 587

A repo for the pre-course work at home exercises

A Software Framework for Neuromorphic Computing

Suite2p ⭐ 306

cell detection in calcium imaging recordings

Org.geppetto ⭐ 184

Geppetto is an open-source platform to build web-based applications to visualize and simulate neuroscience data and models.

Deepeeg ⭐ 180

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

Artificial Intelligence And Machine Learning ⭐ 135

A repository for implementation of artificial intelligence algorithm which includes machine learning and deep learning algorithm as well as classical AI search algorithm

Regularized Linear Autoencoders ⭐ 132

Loss Landscapes of Regularized Linear Autoencoders

Analyzing_neural_time_series ⭐ 124

python implementations of Analyzing Neural Time Series Textbook

Nsci801 Quantneuro ⭐ 112

NSCI 801 (Queen's U) Quantitative Neuroscience course materials

Nn Brain ⭐ 102

Tutorial codes for modeling brains with neural nets

Nupic.research ⭐ 94

Experimental algorithms. Unsupported.

Pymindaffectbci ⭐ 55

Python SDK for high performance on-line Brain Computer Interface development.

Alphatracker ⭐ 52

AlphaTracker is a computer vision pipeline with the practical and real-time advantages , which requires minimal hardware requirements and produces reliable tracking of multiple unmarked animals. An easy-to-use user interface further enables manual inspection and curation of results.

Code to analyse structural covariance brain networks using python.

Spyglass ⭐ 50

Neuroscience data analysis framework for reproducible research built by Loren Frank Lab at UCSF

Datasciencepsychneuro ⭐ 50

Repository for the Data Science for Psychology and Neuroscience course at CMU (Verstynen)

Nn Decoding ⭐ 40

Brain decoding/encoding with neural network language models

Lfads Torch ⭐ 34

A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.

Mooc Neurons And Synapses 2017 ⭐ 33

Reference data for the "Simulation Neuroscience:Neurons and Synapses" Massive Online Open Course

Neuronunit ⭐ 32

A package for data-driven validation of neuron and ion channel models using SciUnit

Neuro_data_science ⭐ 31

An open course in neural data science

Subject-wise networks from structural MRI, both vertex- and voxel-wise features (thickness, GM density, curvature, gyrification)

Oscillationmethods ⭐ 25

Methodological considerations for analyzing and interpreting neural oscillations.

Visual_behavior_analysis ⭐ 20

Python package for analyzing behavioral data for Brain Observatory: Visual Behavior

Curation of BIDS (CuBIDS): A sanity-preserving software package for processing BIDS datasets.

Python implementation of the Leabra framework

An Introduction to Programming for Psychologists & Neuroscientists Course at Dartmouth PBS

Pylossless ⭐ 11

🧠 EEG Processing pipeline that annotates continuous data

BEIRA: BOLD from EEG Interpretable Regression Autoencoder. Prediction subcortical BOLD activity from EEG data

HoloViz+Bokeh for Neuroscience

Machine Learning for Neuroscience Module (https://www.imperial.ac.uk/study/courses/postgrad

Datadrivencognitiveontology ⭐ 11

An updated version of the Open Source Brain platform

Neu 365p 385l Spring 2021 ⭐ 10

Documentation ⭐ 10

Source repository for NeuroML documentation.

Meg Group Decode ⭐ 10

Train Wavenet-based group-level models on MEG data, and uncover neuroscientifically interpretable information.

Professional Workshop 3 ⭐ 9

上海交通大学致远数学方向专业研讨课3 [计算神经科学专题]

Stalefish ⭐ 7

Spatial Analysis of ISH Brain Slice Data

Brain Computer Interface Cybathlon2020 ⭐ 7

Master thesis subject: Leveraging Deep Learning for Real-time EEG Classification at Cybathlon's BCI-race

Predictive Coding ⭐ 6

Research of a deep predictive coding model for unsupervised representation learning from video and audio data.

Get Articles Meaning ⭐ 6

Getting meaning out of scientific articles using nltk/gensim and scikit-learn

Neuromatch Project ⭐ 5

Team Radnitz-Moniz Conjecture

Iblviewer ⭐ 5

Interactive visualization tool for multiple volumes, meshes and points based on VTK. The app can be controlled with Python scripts (optionally headless), with a Qt UI & dynamic statistics or with Jupyter.

Appliedmldays_2018 ⭐ 5

Discovering Brain Structure with Machine Learning

Holomorphic_eqprop ⭐ 5

Repository to reproduce the results of the paper "Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations"

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