psychophysics

For running psychology and neuroscience experiments

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

Workshop on basic machine learning, computational modeling, psychophysics, basic data analysis and experiment design

Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)

Attentional mouse tracking. Alternative to online eye tracking. Eye tracking without the eyes!

A jsPsych plugin for psychophysics

A modular package to control stimulation and track behaviour

Data and materials from the paper "Comparing deep neural networks against humans: object recognition when the signal gets weaker" (arXiv 2017)

A lightweight Matlab toolbox for generating, storing, and plotting visual stimuli related to vision and neuroscience research such as sinusoidal gratings, plaids, random dot fields, and noise.

Software for psychoacoustics experiments

Automatically align face images 🙃→🙂. Can also do windowing and warping.

Python Cardioception Package - Measuring interoceptive performance with Psychopy

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

Measure screen size, track viewing distance and gaze, and more!

[PNAS'18] Recurrent computations for visual pattern completion: Classification of occluded images in humans and recurrent neural networks

A QUEST+ implementation in Python.

A simple JavaScript library that uses jsPsych and Google Sheet for running behavioral experiments online

A Bayesian adaptive psychometric method for measuring thresholds in online experiments.

Auditory experiment framework with a focus on rapid experiment design

Code and data repository associated with the respiratory resistance sensitivity discrimination manuscript.