Data Analysis on Cognitive Structure

Data analysis from Einstein Lab Project 1: 17-β- Estradiol and BDNF Val66Met and COMT Val158Met Genetic Polymorphisms Interact to Influence Memory and Executive Function in Women with Bilateral-Salpingo Oophorectomy

Ph.D. student - CS

Research products related to the publication "Changing-State Irrelevant Speech Disrupts Visual-Verbal but not Visual-Spatial Serial Recall"

A conceptual framework for developing formal models of cognitive processes and a systematic review of 116 cognitive models

This repository includes custom scripts for data analysis for the paper: The latent structure of emerging cognitive abilities: an infant twin study. Bussu G., Taylor M., Tammimies K., Ronald A., Falck-Ytter T. Focusing on the investigation of the etiological structure underlying emerging cognitive and motor abilities early in infancy.

So That We May BETTER Train Ourselves

The project aims to use an interdisciplinary approach to test if neural processes in occulomotor and motor areas could be studies using mathematical models from neck and shoulder muscles during cognitive tasks

UC Berkeley COGSCI 131 Fall 2023

Blog on science, statistics, language and more.

Collaborative Thought Engine

A custom neural network architecture built using particle physics, where each particle acts as it's own individual "neuron" in the network; with their own distinct roles, variables, connections, and more. The underlying goal is to alleviate the need for fine-tuning, explore emergent behavior, and enable unique and autonomous artificial intelligence

Repository for Sanchez-Romero, R., Ito, T., Mill, R. D., Hanson, S. J., & Cole, M. W. (2023). "Causally informed activity flow models provide mechanistic insight into network-generated cognitive activations". NeuroImage, 120300. https://doi.org/10.1016/j.neuroimage.2023.120300

Problem complexity classification and learning progression framework with quantitative wickedness assessment methodology. Features 5 problem tiers (Simple→Super-Wicked), Base-N architecture (Base6→BASE120), and empirical validation from HUMMBL mental models research. Includes automated quality control and community templates.

endless dodge with 4 cars minigame

This is a tutorial analysing a fake study. The tutorial is aimed at people broadly familiar with basic stats, but who need a hand adapting this to R, and who are motivated to learn to code in R. More specifically, it looks at participant characteristics/descriptive stats, basic hypothesis testing, logistic regression, and ROC curve analysis

Example of Large-scale brain modelling in Python using nengo

Simple demo for showcasing the PsychoPy library using an experiment on reaction times in various conditions.

Benchmarking synthetic cognition for emergent self-awareness. Developed by B.E.C.C.A. Labs — 2025.