Repositories list

• DCnet

  Public
  Code accompanying the manuscript "Flexible Context-Driven Sensory Processing in Dynamical Vision Models"

  0•0•0•0•Updated Oct 31, 2024Oct 31, 2024

• FARMap

  Public
  Grid Cell-Inspired Fragmentation and Recall for Efficient Map Building (TMLR 2024)

  neurosciencepytorchslam+ 1fragmentation

  Python

  •

  MIT License

  •1•6•0•0•Updated Aug 22, 2024Aug 22, 2024

• FARCuriosity

  Public
  Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity

  Python

  •

  MIT License

  •0•3•1•0•Updated Jul 5, 2024Jul 5, 2024

• .github

  Public
  0•0•0•0•Updated Jul 3, 2024Jul 3, 2024

• Exact-Inductive-Bias

  Public
  Towards Exact Computation of Inductive Bias (IJCAI 2024)

  pytorchinductive-biases

  Python

  •0•1•0•0•Updated Jul 1, 2024Jul 1, 2024

• RFPF

  Public
  This repository contains code for "Resampling-free Particle Filters in High-dimensions" published in ICRA 2024.

  Python

  •

  MIT License

  •0•0•0•0•Updated May 23, 2024May 23, 2024

• neural-circuit-inference

  Public
  Code for paper: Systematic errors in connectivity inferred from activity in strongly recurrent networks [Das & Fiete 2020] (https://www.nature.com/articles/s41593-020-0699-2)

  MATLAB

  •

  GNU General Public License v3.0

  •2•1•0•0•Updated Mar 7, 2024Mar 7, 2024

• inductive-bias-complexity

  Public
  Code for "Model-agnostic Measure of Generalization Difficulty (ICML 2023)"

  Python

  •1•3•0•0•Updated Jun 26, 2023Jun 26, 2023

• Wide-Network-Alignment

  Public
  Python

  •

  MIT License

  •0•3•0•0•Updated Nov 29, 2022Nov 29, 2022

• NeurIPS-2022-No-Free-Lunch

  Public
  Code for NeurIPS 2022 No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit

  Python

  •0•13•0•0•Updated Nov 11, 2022Nov 11, 2022

• MESH

  Public
  Python

  •0•9•0•0•Updated Jul 12, 2022Jul 12, 2022

• FieteLab-RIBP

  Public
  Code for ICML 2022 paper Streaming Inference for Infinite Feature Models

  Python

  •1•1•0•0•Updated Apr 10, 2022Apr 10, 2022

• FieteLab-RCRP

  Public
  Code for UAI 2021 paper Efficient Online Inference for Nonparametric Mixture Models

  Python

  •1•1•0•0•Updated Mar 1, 2022Mar 1, 2022

• Grid-cell-continuous-attractor-models

  Public
  C

  •3•6•0•0•Updated Oct 13, 2021Oct 13, 2021

• Formation-of-neural-sequences-via-STDP-and-heterosynaptic-competition

  Public
  MATLAB

  •0•0•0•0•Updated Oct 13, 2021Oct 13, 2021

• SPUD_Analysis-of-manifold-structure-in-head-direction-data

  Public
  Python

  •8•10•0•0•Updated Oct 13, 2021Oct 13, 2021

• NeurIPS-2020-Reverse-Engineering-RNNs

  Public
  Train ANN-RNNs to perform the IBL task and then dissect them.

  MATLAB

  •5•1•0•0•Updated Dec 10, 2020Dec 10, 2020