FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
☆108Jul 30, 2024Updated 2 years ago
Alternatives and similar repositories for fixed-point-finder
Users that are interested in fixed-point-finder are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of fixed point analysis for Recurrent Neural Network.☆23Jan 8, 2020Updated 6 years ago
- Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.☆393May 28, 2021Updated 5 years ago
- Tutorial codes for modeling brains with neural nets☆246Aug 12, 2021Updated 5 years ago
- Code for the Dynamical Similarity Analysis (DSA) family of algorithms☆108Sep 11, 2026Updated last month
- A package to train neural networks to perform various motor tasks☆83Sep 21, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Everything needed to replicate the figures from the paper "Engineering recurrent neural networks from task-relevant manifolds and dynamic…☆11Dec 5, 2019Updated 6 years ago
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆21May 15, 2018Updated 8 years ago
- ☆13Nov 3, 2021Updated 4 years ago
- ☆36Sep 15, 2026Updated last month
- A curated collection of neuroscience tasks with a common interface.☆348Mar 31, 2026Updated 6 months ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆56Mar 3, 2016Updated 10 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆72May 12, 2020Updated 6 years ago
- An implementation of piecewise linear time warping for multi-dimensional time series alignment☆191Aug 15, 2024Updated 2 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆144Mar 30, 2026Updated 7 months 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.
- Codepack accompanying "Internal models for interpreting neural population activity during sensorimotor control," by Matthew D. Golub, Byr…☆16Jul 3, 2018Updated 8 years ago
- Conditional Linear Dynamical Systems☆17Oct 21, 2026Updated last week
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆52Dec 17, 2021Updated 4 years ago
- jPCA for Neural Data Analysis in Python☆57Jul 5, 2023Updated 3 years ago
- FINDR: Flow-field Inference from Neural Data using deep Recurrent networks☆25Jul 9, 2026Updated 3 months ago
- Dimensionality reduction of spikes trains☆49Oct 9, 2021Updated 5 years ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆37Mar 17, 2025Updated last year
- pythorcn implementation of a vanilla RNN☆11Oct 17, 2021Updated 5 years ago
- A collection of tools for reverse engineering neural networks.☆170Sep 20, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Pytorch implementation of lfads, and hierarchical extension☆26Dec 2, 2021Updated 4 years ago
- sequential learning in orthogonal subspaces☆14Nov 20, 2020Updated 5 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆24Aug 22, 2023Updated 3 years ago
- ☆87Feb 25, 2022Updated 4 years ago
- Recurrent state-space models for decision making☆34Oct 25, 2022Updated 4 years ago
- ☆64Sep 5, 2022Updated 4 years ago
- Event-Driven CD in Spiking Neural Networks☆20Mar 17, 2016Updated 10 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆66Mar 7, 2025Updated last year
- Code for Neural Population Control☆21May 18, 2019Updated 7 years 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.
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆42Mar 3, 2016Updated 10 years ago
- Bayesian learning and inference for state space models☆727May 9, 2025Updated last year
- code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)☆33Aug 6, 2024Updated 2 years ago
- Dragonfly is a simple messaging system that helps programmers create modular distributed applications rapidly☆16Feb 13, 2020Updated 6 years ago
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆325Jul 29, 2026Updated 3 months ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆40Jun 25, 2018Updated 8 years ago
- A Reward-Modulated Hebbian Learning Rule for Recurrent Neural Networks☆35Jul 26, 2021Updated 5 years ago