cognitive-neuroscience

There are 11 repositories under cognitive-neuroscience topic.

• CompCogNeuro / ed4

  Computational Cognitive Neuroscience, Fourth Edition

  basal-gangliacognitive-neurosciencecomputational-neurosciencehippocampuslearningmemoryneocortexneural-networksprefrontal-cortex
  Language:HTML 277

• emer / emergent

  This is the new version of the emergent neural network simulation software, written now in Go (golang)

  3d-graphicscognitive-neuroscienceemergentgidegogogigolangleabraneural-networksimulation-frameworkvisualization
  Language:Go 166

• CompCogNeuro / sims

  simulations for the Computational Cognitive Neuroscience textbook

  emergentsimulationsneural-networkcognitive-neurosciencegolangpython
  Language:Go 125

• abi-aryan / awesome-cogsci

  An Awesome List of Cognitive Science Resources

  machine-learningpsychologyneuroscienceartificial-neural-networkscomputer-sciencepsych-neuro-csintersectioncognitive-sciencecognitive-behavioral-theorycognitive-neuroscienceawesomeawesome-list
  86

• emer / leabra

  Go implementation of Leabra algorithm for biologically-based models of cognition, based on emergent framework (with Python interface)

  gogolangneural-networkcognitive-neurosciencecognitive-sciencecomputational-neuroscienceartificial-intelligenceartificial-neural-networksemergent
  Language:Go 67

• cankocagil / Cognitive-Computational-Modelling-for-Spatio-Temporal-fMRI-in-Ventral-Temporal-Cortex

  Multi-voxel pattern analyses methods based on ML & DL to decode the category of visual stimuli viewed by a human subject based on their recorded brain activity in fMRI form

  computer-visioncomputational-neurosciencemachine-learningdeep-learningfmri-data-analysiscognitive-neuroscience
  Language:Jupyter Notebook 16

• AGhaderi / NDDM

  Neural drift-diffusion model (NDDM) is a repository to integrate simultaneously both single-trial EEG measures and behavioral performance (response time and accuracy) to understand cognition.

  ddmeegjoint-modelingmodel-based-cognitive-neurosciencesingle-trial-analysisparameter-recoverydeep-learningneurocognitive-modelcognitive-neuroscience
  Language:Jupyter Notebook 14
• pyDecNef

  pedromargolles / pyDecNef

  A complete Python framework to perform real-time fMRI decoded neurofeedback experiments

  decodingneurofeedbackneurosciencebrain-computer-interfacecognitive-neurosciencefmrineuroimagingmachine-learningreal-timemripythonneurofeedback-protocolneurofeedback-training
  Language:Python 14

• NeuroLIAA / visions

  Visual Search in Natural Scenes benchmark

  cognitive-neurosciencecomputer-visionvisual-search
  Language:Python 13

• ContextLab / timecorr-paper

  Paper and code for High-level cognition during story listening is reflected in high-order dynamic correlations in neural activity patterns

  network-dynamicscognitive-neurosciencestory-listeningcomprehensiontimeser
  Language:Jupyter Notebook 11

• mychan24 / r-for-brain-network

  Analyze brain surface/volume (gifti, cifti, nifti) in R and extract networks

  cognitive-neurosciencebrain-networksr-programmingr-ladies
  Language:HTML 10

• ALFA-group / neural-program-comprehension

  [eLife 2020] "Comprehension of computer code relies primarily on domain-general executive brain regions" by Anna A. Ivanova, Shashank Srikant, Yotaro Sueoka, Hope H. Kean, Riva Dhamala, Una-May O'Reilly, Marina U. Bers, Evelina Fedorenko

  programming-languagescognitive-neurosciencefmripythonscratchjrlanguage-understandinglanguage-comprehension
  Language:Python 9

• emer / cemer

  Original C++ version of emergent: originally hosted under svn at https://grey.colorado.edu/svn/emergent

  emergentneural-networksimulationcomputational-neurosciencecognitive-neurosciencecomputational-modeling
  Language:C++ 9

• lei-zhang / BayesCog_Part2

  Teaching materials for BayesCog workshop, UKE Hamburg (Part 2).

  bayesian-statisticscognitive-modelingcognitive-neurosciencecomputational-modelingreinforcement-learningstan
  Language:R 9

• PSY3018 / psy3018.github.io

  Notes de cours pour PSY3018 - Méthodes en neurosciences cognitives

  cognitive-neurosciencedata-sciencejupyter-booklearningneuroimagingpsychologypythonresearchbook
  Language:Jupyter Notebook 9

• seby-sbirna / Cognitive-Modeling

  This repository contains the collection of Cognitive Science computation modeling projects made for the DTU Human-Centered AI course 02458: Cognitive Modeling

  cognitive-modelscognitive-sciencecognitive-neurosciencecognitive-modelingbayesian-modelsvisual-perceptionface-perceptionsignal-detection-theorypcaicapsychometricspsychophysicsmatlabpythonjupyter-notebookhuman-centered-data-sciencedtu
  Language:Jupyter Notebook 9

• Kevinwenya / EEG

  脑电波：视觉感受区电位信号(LFP)与视觉刺激之间关系研究（盲信号处理）

  neuroinformaticsbrainwavecognitive-neuroscience
  8

• ALFA-group / code-representations-ml-brain

  [NeurIPS 2022] "Convergent Representations of Computer Programs in Human and Artificial Neural Networks" by Shashank Srikant*, Benjamin Lipkin*, Anna A. Ivanova, Evelina Fedorenko, Una-May O'Reilly.

  cognitive-neurosciencefmri-data-analysislanguage-modelslanguage-understandingprogramming-languagespythonrepresentation-learning
  Language:Python 7

• sammosummo / Charlie2

  Open-source neurocognitive test battery written in Python

  neuroscience-methodspsychology-experimentspythonpyqtneurosciencepython36pyqt5psychophysicspsychologycognitive-neuroscience
  Language:Python 7

• rutishauserlab / workingmem-release-NWB

  Example code accompanying the sternberg concept cell data release for Kyzar et al. (2024)

  cognitive-neurosciencedata-standardizationneurophysiologyneurosurgerynwbopen-sourcesingle-neuronsworking-memory
  Language:MATLAB 6

• ArashAkbarinia / osculari

  Exploring and interpreting pretrained deep neural networks.

  cognitive-neurosciencedeep-neural-networksexplainable-aihuman-machine-behaviorinterpreting-modelslinear-probingpsychophysics
  Language:Python 5

• jadecci / cbpp

  Connectivity-based Psychometric Prediction (CBPP)

  cognitive-neurosciencebrain-behaviourpsychometricspredictioncbpphcp
  Language:MATLAB 5

• mychan24 / system-segregation-and-graph-tools

  System segregation (see Chan et al. 2014 PNAS) and RSFC brain network tools

  cognitive-neurosciencebrain-networksresting-state-fmri
  Language:MATLAB 5

• NBCLab / NBCLab.github.io

  Website for the Neuroinformatics and Brain Connectivity Lab at FIU

  cognitive-neurosciencelab-website
  Language:HTML 4

• qihongl / free-recall

  a neural network model of free recall

  deep-reinforcement-learningcognitive-neuroscience
  Language:Python 3

• seannoah / nma2020-HCP-project

  This is our Neuromatch Academy 2020 computational neuroscience summer school group project.

  cognitive-neurosciencefmrifmri-data-analysishuman-connectome-projectneuromatchneuromatch-academyworking-memory
  Language:Jupyter Notebook 3

• W-orko / PosnerCue

  Performs a Posner Cueing experiment to investigate human attention.

  neurosciencepsychologypsychology-experimentsposner-cueing-taskcognitive-neuroscience
  Language:MATLAB 3

• awiehler / pupil_dilation

  This is a Matlab toolbox to analyze pupil dilation data.

  psychophysicsmatlab-toolboxpupilpupillometrypsychologycognitive-sciencecognitive-neuroscience
  Language:MATLAB 2

• blackdreamai / Converge

  A human-machine created programming language for neuromorphic engineering.

  cognitive-neuroscienceneuromorphicneuromorphic-computingneuromorphic-hardwareneuromorphismprogramming-language
  2

• kreimanlab / VisualSearchAsymmetry

  Official code repository for NeurIPS 2021 paper "Visual Search Asymmetry: Deep Nets and Humans Share Similar Inherent Biases"

  cognitive-neurosciencecognitive-scienceconvolutional-neural-networksdeep-learningfoveationvisual-search
  Language:Jupyter Notebook 2

• kuffmode / HardWorking-Memory

  A unified working & short-term memory task for artificial neural networks.

  artificial-intelligenceartificial-neural-networkscognitive-neurosciencecomputational-neuroscienceworking-memory
  Language:Python 2

• lornaq / ActionBrainLab

  Action & Brain Lab Repository

  neurosciencecognitioneegcog-neuropsychologycognitive-neuroscience
  Language:MATLAB 2

• rq-Chen / rq-Chen.github.io

  Ruiqi's personal website

  brain-networkscognitive-neurosciencephd-application
  Language:HTML 2

• W-orko / VSearch

  Recreation of the visual search paradigm experiment by Treisman and Gelade (1980).

  neurosciencepsychology-experimentsvisual-searching-algorithmsvisual-searchcognitive-neuroscience
  Language:MATLAB 2

• yishuwei / HydroCel256

  MATLAB utilities for the 256-channel EGI HydroCel Geodesic Sensor Net

  cognitive-neuroscienceeeg
  Language:Matlab 2

• nimh-dsst / OpenCogData

  Collection of publicly available cognitive task datasets

  cognitive-neurosciencecognitive-sciencecomputational-psychiatryopen-datasets
  Language:JavaScript 1