Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
☆393May 28, 2021Updated 5 years ago
Alternatives and similar repositories for computation-thru-dynamics
Users that are interested in computation-thru-dynamics are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bayesian learning and inference for state space models☆716May 9, 2025Updated last year
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆108Jul 30, 2024Updated 2 years ago
- Exercises and examples for the latent dynamics workshop☆20Jul 16, 2026Updated 3 weeks ago
- An implementation of piecewise linear time warping for multi-dimensional time series alignment☆191Aug 15, 2024Updated last year
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆325Jul 29, 2026Updated 2 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Python tools for participating in Neural Latents Benchmark '21☆71Jan 27, 2026Updated 6 months ago
- STATS320: Statistical Methods for Neural Data Analysis☆201Jun 4, 2025Updated last year
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆140Mar 30, 2026Updated 4 months ago
- Recordings of 10k neurons during spontaneous behaviors☆55Updated this week
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆21May 15, 2018Updated 8 years ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆35Mar 17, 2025Updated last year
- Some methods for comparing network representations in deep learning and neuroscience.☆146Jul 30, 2024Updated 2 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆23Aug 22, 2023Updated 2 years ago
- ☆86Feb 25, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Pytorch implementation of lfads, and hierarchical extension☆26Dec 2, 2021Updated 4 years ago
- A Python package for probabilistic state space modeling with JAX☆995Aug 1, 2026Updated last week
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆51Dec 17, 2021Updated 4 years ago
- A python package that includes many methods for decoding neural activity☆480Jul 3, 2023Updated 3 years ago
- A curated collection of neuroscience tasks with a common interface.☆337Mar 31, 2026Updated 4 months ago
- Tree-structured recurrent switching linear dynamical systems☆39Jul 13, 2020Updated 6 years ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆23Jan 8, 2020Updated 6 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆49Sep 27, 2019Updated 6 years ago
- PYthon Neural Analysis Package☆376Jul 31, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Demixed Shared Component Analysis☆13Oct 22, 2020Updated 5 years ago
- Inference on non-linear dynamical systems written in JAX☆11Aug 20, 2020Updated 5 years ago
- This code package is for the Corrected-Fisher-Randomization (CFR) method. This method generates random surrogate data that preserves a sp…☆10Sep 9, 2017Updated 8 years ago
- Implementation of Model-Agnostic Meta-Learning (MAML) in Jax☆191Sep 28, 2022Updated 3 years ago
- Tutorial codes for modeling brains with neural nets☆245Aug 12, 2021Updated 5 years ago
- ☆18Mar 20, 2022Updated 4 years ago
- Code accompanying Steinmetz et al., 2019☆63Aug 9, 2021Updated 5 years ago
- Recurrent Switching Linear Dynamical Systems☆129Apr 30, 2023Updated 3 years ago
- Matlab code implementing Minimum Probability Flow Learning.☆69Sep 17, 2014Updated 11 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆99Aug 6, 2026Updated last week
- Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)☆46Jul 28, 2021Updated 5 years ago
- Dimensionality reduction of spikes trains☆49Oct 9, 2021Updated 4 years ago
- a visualization method for neural data☆256Apr 4, 2025Updated last year
- NEural MOdelS, a statistical modeling framework for neuroscience.☆143Updated this week
- jPCA for Neural Data Analysis in Python☆54Jul 5, 2023Updated 3 years ago
- sequential learning in orthogonal subspaces☆14Nov 20, 2020Updated 5 years ago