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@DrugowitschLab

Drugowitsch Lab

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  1. ML-from-scratch-seminar ML-from-scratch-seminar Public

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

    Jupyter Notebook 295 28

  2. VBLinLogit VBLinLogit Public

    Variational Bayes linear and logistic regression

    MATLAB 34 14

  3. DiffModels.jl DiffModels.jl Public

    Diffusion Model simulation and first-passage time densities in Julia

    Julia 18 4

  4. dm dm Public

    C++ Diffusion model toolset with Python and Matlab interfaces

    C++ 16 8

  5. HippocampalSWRDynamics HippocampalSWRDynamics Public

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

    Jupyter Notebook 13 7

  6. MultiAlternativeDecisions MultiAlternativeDecisions Public

    Code for Tajima et al. (2019). Optimal policy for multi-alternative decisions. Nature Neuroscience.

    MATLAB 10 3

Repositories

Showing 10 of 24 repositories
  • ML-from-scratch-seminar Public

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

    Jupyter Notebook 295 MIT 28 0 0 Updated Oct 19, 2024
  • MultimodalHDCueIntegrationSims Public

    Network simulation code for Basnak et al. (2024)

    Jupyter Notebook 0 BSD-3-Clause 0 0 0 Updated Aug 8, 2024
  • RevisitingHierarchicalPlaceFields Public

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

    Jupyter Notebook 0 0 0 0 Updated Jun 13, 2024
  • OptimalMultisensoryDecisionMakingwithRT Public

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

    MATLAB 0 BSD-3-Clause 0 0 0 Updated Sep 29, 2023
  • HippocampalSWRDynamics Public

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

    Jupyter Notebook 13 BSD-3-Clause 7 0 0 Updated Apr 18, 2023
  • BayesianRingAttractor Public

    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

    Jupyter Notebook 7 BSD-3-Clause 1 0 0 Updated Feb 7, 2023
  • PPC-Geometry-NeurReps22 Public
    0 0 0 0 Updated Nov 2, 2022
  • structure-in-motion Public

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

    Python 3 BSD-3-Clause 0 0 0 Updated Oct 6, 2022
  • motion-structure-used-in-perception Public

    Python code and data for Bill et al. "Hierarchical structure is employed by humans during visual motion perception"

    Python 4 MIT 3 0 2 Updated Jun 21, 2022
  • circKF Public

    Code for Kutschireiter, Rast & Drugowitsch (2022). IEEE Transactions on Signal Processing.

    Jupyter Notebook 2 BSD-3-Clause 0 0 0 Updated Jan 5, 2022
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