There are 2 repositories under working-memory topic.
Working memory tests on JavaScript (digit span, operation span, visual array, spatial span)
N-Back Task Games designed to improve working memory and cognitive abilities.
Personalized Training for the Sequence Learning task with the NAO robot and the MUSE EEG sensor
Spiking neuronal network simulations (Python, NEST Simulator) for continuous attractor working memory networks with short-term plasticity.
The classic dual n-back task implemented in Matlab; includes position, sound, and color options.
A setup to evaluate working memory using EEG signals
Example code accompanying the sternberg concept cell data release for Kyzar et al. (2024)
Estimate the demand of working memory in Social Cognition Tasks using HCP-fMRI dataset
Code for "Interpersonal movement synchrony responds to high- and low-level conversational constraints" (Paxton & Dale, 2017, Frontiers in Psychology).
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.
Implementation of the change detection task aimed at measuring working memory capacity
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
This is our Neuromatch Academy 2020 computational neuroscience summer school group project.
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.
A unified working & short-term memory task for artificial neural networks.
Visual Working Memory Game in Python which gives you the gameplay data
Large Scale Neural Modeling (LSNM) simulator in Python
Working Memory model description submitted for the 2020 WBAI Modelathon.
Visual Working Memory experiment for Presentation® NeuroBehavioral Systems
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'.
This repository is the MATLAB codes for the WM with SR model, published in iScience journal.
Generative working memory in Transformer decoder
Code + Resources for the experiment in my Master's thesis.
A lab rotation with the cognitive neuroscience lab at the University of Tuebingen, Germany where we showed a tradeoff in two assessment strategies of the human visual working memory.
Working Memory Inspired Hierarchical Video Decomposition with Transformative Representations
Task and analysis code for "Linking cognitive integrity to working memory dynamics in the aging human brain"
Statistical analysis for the unconscious meta-analysis paper
Effects of Guanfacine and Phenylephrine on a model of working memory (Duggins et al 2017)
Distributed working memory in large-scale macaque brain model (Mejias and Wang, 2022)
This repository is the MATLAB codes for the WM with SR model, published in iScience journal.