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    23 repositories

    • torch-biopl-dev

      Public
      A software toolkit to instantiate (and train) a wide variety of biologically plausible neural network models in PyTorch
      Jupyter Notebook
      •
      MIT License
      •1•11•0•0•Updated Oct 16, 2025Oct 16, 2025

    • ImageNet-RIB

      Public
      ImageNet-RIB Benchmark: Large Pre-Training Datasets Don't Guarantee Robustness after Fine-Tuning (NeurIPSW 2024)
      out-of-distributionrobust-fine-tuning
      Python
      •0•1•0•0•Updated Jul 5, 2025Jul 5, 2025

    • multiregion-brain-model

      Public
      Code for A Multi-Region Brain Model to Elucidate the Role of Hippocampus in Spatially Embedded Decision-Making (ICML 2025)
      Python
      •0•4•0•0•Updated Jun 17, 2025Jun 17, 2025

    • VectorHaSH

      Public
      Jupyter Notebook
      •
      MIT License
      •7•26•2•0•Updated Jun 16, 2025Jun 16, 2025

    • GeneralAttractorsTheory

      Public
      Jupyter Notebook
      •0•0•0•1•Updated Mar 13, 2025Mar 13, 2025

    • MADE

      Public
      Manifold Attractor Direct Engineering
      Python
      •
      MIT License
      •0•4•0•0•Updated Mar 11, 2025Mar 11, 2025

    • DCnet

      Public
      Code accompanying the manuscript "Flexible Context-Driven Sensory Processing in Dynamical Vision Models"
      Python
      •1•5•0•0•Updated Dec 11, 2024Dec 11, 2024

    • FARMap

      Public
      Grid Cell-Inspired Fragmentation and Recall for Efficient Map Building (TMLR 2024)
      neurosciencepytorchslamfragmentation
      Python
      •
      MIT License
      •1•9•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•1•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•14•0•0•Updated Nov 11, 2022Nov 11, 2022

    • MESH

      Public
      Python
      •1•13•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
      •4•11•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
      •9•13•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
      •6•1•0•0•Updated Dec 10, 2020Dec 10, 2020