Generalized compressed sensing for image reconstruction with diffusion probabilistic models

Visualize/test models for visual representation by synthesizing images.

Random code snippets that may do something useful

Code for generating principal distortions for ICLR 2025 paper

Evaluating the similarity of deep network representations using linear decoding

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

Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural circuits via dynamical similarity analysis"

A content-first, sliding sidebar theme for Jekyll.

Code for reproducing experiments in the paper "Shaping the distribution of neural responses with interneurons in a recurrent circuit model"

A collection of computationally efficient algorithms for online subspace learning and principal component analysis

Benchmark of online PCA algorithms

Demo code for NeurIPS 2020 paper.

Biological implementation for contrastive PCA

Code for reproducing the experiment from the paper "A biologically plausible neural network for Slow Feature Analysis"

This repository contains widgets for studying optics in insect eyes

Neural network adaptive whitening with overcomplete gain control

Code accompanying the paper "A biologically plausible neural network for multi-channel Canonical Correlation Analysis"

Code accompanying the paper "A linear discriminant analysis model of imbalanced associative learning in the mushroom body compartment"

Code for reproducing the experiments in the paper "Bio-NICA: A biologically inspired single-layer network for Nonnegative Independent Component Analysis"