working-memory

There are 3 repositories under working-memory topic.

• xid32 / NAACL_2025_TWM

  We introduce temporal working memory (TWM), which aims to enhance the temporal modeling capabilities of Multimodal foundation models (MFMs). This plug-and-play module can be easily integrated into existing MFMs. With our TWM, nine state-of-the-art models exhibit significant performance improvements across QA, captioning, and retrieval tasks.

  multimodal-foundation-modelmultimodal-large-language-modelsaudio-visual-learningquestion-answeringvideo-captioningvideo-text-retrievalworking-memory
  Language:Python 310

• mahiluthra / working_memory_tests

  Working memory tests on JavaScript (digit span, operation span, visual array, spatial span)

  working-memoryjavascriptjspsychdigit-spanvisual-arrayoperation-spanspatial-spanweb-experimentstask
  Language:JavaScript 44

• ObservedObserver / open-recall

  N-Back Task Games designed to improve working memory and cognitive abilities.

  cognitive-sciencegamememory-trainingn-backcognitive-trainingworking-memory
  Language:TypeScript 29

• TsiakasK / sequence-learning

  Personalized Training for the Sequence Learning task with the NAO robot and the MUSE EEG sensor

  nao-robotreinforcement-learningadaptive-learningworking-memoryuser-engagementfeedbackhrimuse-headbandeeg-headsetinteractive-machine-learning
  Language:Python 20

• hathibelagal-dev / Eidetic-Memory-Trainer

  A simple Android app that helps you improve your working memory

  androidandroid-appnumber-guessing-gameworking-memorychimp-memory-testf-droidfdroid
  Language:Java 18

• rkim35 / wmRNN

  recurrent-neural-networksworking-memoryspiking-neural-networks
  Language:MATLAB 11

• seeholza / seeholzer-deger-2018

  Spiking neuronal network simulations (Python, NEST Simulator) for continuous attractor working memory networks with short-term plasticity.

  nest-simulatorspiking-cortical-modelspiking-neural-networkspythonworking-memoryshort-term-plasticity
  Language:Python 11

• elayden / N-Back-for-Matlab

  The classic dual n-back task implemented in Matlab; includes position, sound, and color options.

  n-backworking-memoryiqbrain-trainingdual-n-backdual-nback-gamematlab-guimatlab-toolbox
  Language:MATLAB 10

• 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 10

• soheilbr82 / BluegrassWorkingMemory

  A setup to evaluate working memory using EEG signals

  neuroscienceneuroscience-methodseegworking-memorykeypressesneurofeedbackpsychopylabstreaminglayerlslpylsldmssternbergpexpectstreams
  Language:Python 8

• shubhe25p / Working-Memory-Demand-in-Social-Cognition

  Estimate the demand of working memory in Social Cognition Tasks using HCP-fMRI dataset

  social-cognitionworkingworking-memoryfmrifmri-data-analysishuman-connectome-projecthcp-datasetneuromatch-academy
  Language:Jupyter Notebook 7

• a-paxton / dual-conversation-constraints

  Code for "Interpersonal movement synchrony responds to high- and low-level conversational constraints" (Paxton & Dale, 2017, Frontiers in Psychology).

  psychologycognitive-scienceconversationcross-recurrencecrqadual-task-performancesynchronyhuman-subjectsmovement-dynamicsaccelerometerworking-memoryjournal-articledata-analysisrecurrence-quantification-analysispsyglasspsyglass-protocol
  Language:HTML 6

• Naplesoul / iMoments

  A flutter app that can generate Chinese lyrics, poems and prose based on your given words and photos using GPT-2 and Working Memory Model. Designed to polish your twitter or moments.

  gpt-2working-memorynlp-machine-learning
  Language:Dart 5

• shahar-lab / working_memory_capacity_change_detection_task

  Implementation of the change detection task aimed at measuring working memory capacity

  psychology-experimentsworking-memoryjspsych
  Language:JavaScript 5

• seannoah / nma2020-HCP-project

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

  cognitive-neurosciencefmri-data-analysisfmriworking-memoryhuman-connectome-projectneuromatch-academyneuromatch
  Language:Jupyter Notebook 4

• mabausch / ConceptNeuronRelations

  Analysis Code and Data of "Concept neurons in the human medial temporal lobe flexibly represent abstract relations between concepts" (Bausch et al., 2021). Also see https://www.nature.com/articles/s41467-021-26327-3

  neuroscienceworking-memorysingle-unitconcept-neuronsrelational-processingmemory
  Language:MATLAB 3

• masoudrahimi39 / visual-working-memory-game

  Visual Working Memory Game in Python which gives you the gameplay data

  eye-trackergameplay-datasetvisual-working-memoryworking-memory
  Language:Python 3

• comptelab / serialNMDA

  This repository contains all codes necessary to reproduce figures and results reported in Stein, Barbosa et al. (Nature Communications, 2020) from the raw data acquired in human behavioral experiments (data included in the repository), and from the relevant model simulations.

  working-memoryschizophreniaspiking-neural-networkmixed-modelsrpy2anti-nmdar-encephalitis
  Language:Python 2

• kuffmode / HardWorking-Memory

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

  working-memorycognitive-neurosciencecomputational-neuroscienceartificial-intelligenceartificial-neural-networks
  Language:Python 2

• mendelsonD / immunoCognition-UKBioBank

  Script for immunology and cognition analyses in UK Biobank

  cognitionfreesurferintelligencemediationmediation-analysismemorymripsychologyukbiobankworking-memory
  Language:R 2

• NIDCD / lsnm_in_python

  Large Scale Neural Modeling (LSNM) simulator in Python

  neural-networksneural-modelsneural-simulatorneuroimagingcomputational-neurosciencefmriworking-memoryvisual-recognitionauditory-recognitionbrain-imagingneural-nets
  Language:CWeb 2

• onejgordon / generative-embodied-memory

  Working Memory model description submitted for the 2020 WBAI Modelathon.

  working-memory
  2

• PedRaMNG / working-memory-with-self-repairing

  This repository is the MATLAB codes for the WM with SR model, published in iScience journal.

  neuron-astrocyte-interactionsneuron-astrocyte-modelspiking-neural-networksworking-memoryself-repairing
  Language:MATLAB 2

• saamehsanaaee / WMAD-Montbretia_Cabinet-ISP

  Working Memory Architecture and Demand model created by Montbretia Cabinet in NMA Computational Neuroscience course and Impact Scholars Program.

  gnnhcp-datasetlstmmlp-classifierneuromatch-academytfmriworking-memoryimpact-scholars-programbold-signal-analysistime-series
  Language:Jupyter Notebook 2

• shahar-lab / 2021_Working_memory

  working-memoryreinforcement-learningpsychology-experimentsdata-analysis-in-r
  Language:R 2

• ssdeanx / Voltmachines

  Multi-Agent Framework built on VoltAgent. Similar to n8n but its not no code, allowing you to create advanced multi-agent systems with memory, tools. & more

  agentscrewaigemini-aimcpmulti-agent-systemsn8nn8n-workflownextjsnodejsserverlesstypescriptworkflowworking-memory
  Language:TypeScript 2

• Thimbleby / DigitSpan

  Reverse Digit Span Test in JavaScript and D3.

  javascriptd3jscognitive-scienceworking-memory
  Language:JavaScript 2

• ubiq-x / rspan

  Reading span (RSPAN) task.

  working-memorypsychology-experimentspsychological-testscognitive-psychologyjavascript
  Language:JavaScript 2

• alimotahharynia / memory-checkerboard

  A psychophysics paradigm using checkerboard stimuli to assess working memory performance.

  computational-neurosciencepsychometricspsychophysicsworking-memory
  Language:MATLAB 1

• alimotahharynia / memory-sequential-paradigm

  A psychophysics task using sequential paradigm with bar stimuli to assess working memory performance.

  computational-neurosciencepsychometricspsychophysicsworking-memory
  Language:MATLAB 1

• Binjie-Qin / msRPCA-PBNet

  Working Memory Inspired Hierarchical Video Decomposition with Transformative Representations

  algorithm-unrollingangiographybackground-subtractionrobust-pcavideo-processingblood-vessel-extractiontransformative-representationslow-rank-matrix-decompositionmoving-object-extractionworking-memoryinterpretable-deep-learningweakly-supervised-learning
  1

• Dentosal / nback-web

  Double n-back, as in https://gwern.net/dnb-faq

  browser-gamen-backworking-memory
  Language:JavaScript 1

• DouweHorsthuis / Visual_working_memory_experiment

  Visual Working Memory experiment for Presentation® NeuroBehavioral Systems

  experimentneuroscienceneuroscience-experimentspresenationneurobehavioralsystemsworking-memorybiosemi
  Language:Scilab 1

• orhansoyuhos / rMEG-FEF-vs-IFJ

  The analysis pipeline for our paper 'Functional connectivity fingerprints of the frontal eye field and inferior frontal junction suggest spatial versus nonspatial processing in the prefrontal cortex'.

  visual-attentionbrain-connectivitydorsal-streamfrontal-eye-fieldfunctional-connectivityinferior-frontal-junctionprefrontal-cortexventral-streamworking-memoryvisual-pathways
  Language:MATLAB 1

• phildean / PsychoPy

  These are short example PsychoPy Scripts

  cognitioneegmemorynbacknback-experimentnback-tasknback-testnback-testspsychologypsychology-experimentspsychopypsychopy3stimulus-presentationworking-memory
  Language:Python 1

• Research-lab-KUMS / working-memory-with-self-repairing

  This repository is the MATLAB codes for the WM with SR model, published in iScience journal.

  neuron-astrocyte-interactionsneuron-astrocyte-modelself-repairingspiking-neural-networksworking-memory
  Language:MATLAB 1