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exact-inductive-bias

farcuriosity

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

farmap

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

fietelab-rcrp

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

fietelab-ribp

Code for ICML 2022 paper Streaming Inference for Infinite Feature Models

formation-of-neural-sequences-via-stdp-and-heterosynaptic-competition

grid-cell-continuous-attractor-models

inductive-bias-complexity

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

mesh

neural-circuit-inference

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)

neurips-2020-reverse-engineering-rnns

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

neurips-2022-no-free-lunch

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

rfpf

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

spud_analysis-of-manifold-structure-in-head-direction-data

wide-network-alignment