Drugowitsch Lab

Implementation of GPFA in python for sklearn

Influence score calculation using a linear dynamical model for neural signal propagation across the connectome.

This repository is part of a "Machine Learning from Scratch" seminar at Harvard Medical School.

Network simulation code for Basnak et al. (2024)

Code used to generate figures in "Revisiting efficient representations of space in hierarchical place field populations"

Some code used in Drugowitsch, DeAngelis, Klier, Angelaki & Pouget (2014) and Drugowitsch, DeAngelis, Angelaki & Pouget (2015)

Code for Krause and Drugowitsch (2022). "A large majority of awake hippocampal sharp-wave ripples feature spatial trajectories with momentum". Neuron.

This repo contains the code for simulations and figures in Anna Kutschireiter, Melanie A Basnak, Rachel Wilson & Jan Drugowitsch. 2023. Bayesian inference in ring attractor networks. PNAS. https://doi.org/10.1073/pnas.2210622120

Code for the research paper "Structure in motion: visual motion perception as online hierarchical inference" by Johannes Bill, Samuel J Gershman, and Jan Drugowitsch