franciscoeacosta

awesome-neural-geometry

A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond

awesome-neuro-ai-papers

Papers from the intersection of deep learning and neuroscience

DeepDive

Feature extraction, dimensionality reduction, model benchmarking.

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

DeepNSD

Code for the deep neural network modeling of a large-scale fMRI dataset.

geomstats

Computations and statistics on manifolds with geometric structures.

giotto-tda

A high-performance topological machine learning toolbox in Python

Grid-Cell-Modules

grid-cell-rnn

Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geometry in Neural Representations, 2022)

neurometry

Quantify geometric intelligence in natural and artificial brains.

franciscoeacosta/grid-cell-rnn

Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geometry in Neural Representations, 2022)

franciscoeacosta/awesome-neural-geometry

A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond

franciscoeacosta/awesome-neuro-ai-papers

Papers from the intersection of deep learning and neuroscience

franciscoeacosta/DeepDive

Feature extraction, dimensionality reduction, model benchmarking.

franciscoeacosta/deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

franciscoeacosta/DeepNSD

Code for the deep neural network modeling of a large-scale fMRI dataset.

franciscoeacosta/geomstats

Computations and statistics on manifolds with geometric structures.

franciscoeacosta/giotto-tda

A high-performance topological machine learning toolbox in Python

franciscoeacosta/Grid-Cell-Modules

franciscoeacosta/image_registration

Python implementation of 2d and 3d image registration

franciscoeacosta/netrep

Some methods for comparing network representations in deep learning and neuroscience.

franciscoeacosta/neural_trefoil_animation

Animation of population dynamics following a Trefoil knot

franciscoeacosta/pyflagser

Python bindings and API for the flagser C++ library (https://github.com/luetge/flagser).

franciscoeacosta/pyLDDMM

Python Implementation of the LDDMM algorithm

franciscoeacosta/s-vae-pytorch

Pytorch implementation of Hyperspherical Variational Auto-Encoders

franciscoeacosta/TopoModelX

Topological Deep Learning