FieteLab

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

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

FARMap

Grid Cell-Inspired Fragmentation and Recall for Efficient Map Building

Grid-cell-continuous-attractor-models

MESH

FARCuriosity

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

inductive-bias-complexity

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

Wide-Network-Alignment

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

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.

.github

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

RFPF

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