Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogiuseppe and S. Ostojic (2018)
☆39Jun 25, 2018Updated 8 years ago
Alternatives and similar repositories for LowRank
Users that are interested in LowRank are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆35Mar 17, 2025Updated last year
- Fit an Ising model with neural spike train data using Minimum Probability Flow Learning. Based on code from Jascha Sohl-Dickstein.☆19May 18, 2017Updated 9 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆42Mar 3, 2016Updated 10 years ago
- ☆42Aug 26, 2020Updated 5 years ago
- For managing 2P imaging datasets from preprocessing to activity trace extraction☆10Apr 12, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for Task representations in neural networks trained to perform many cognitive tasks☆176Jan 17, 2019Updated 7 years ago
- Fast approximate inference for Poisson GLMs☆11Oct 20, 2019Updated 6 years ago
- ☆43Jan 23, 2024Updated 2 years ago
- Multidigraph learning (MDGL) for training recurrent spiking neural networks☆14Dec 18, 2021Updated 4 years ago
- Preprocessing and analysis scripts for the dPCA paper (eLife 2016)☆10Jul 15, 2016Updated 10 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆56Mar 3, 2016Updated 10 years ago
- Demixed Shared Component Analysis☆13Oct 22, 2020Updated 5 years ago
- Recurrent Switching Linear Dynamical Systems☆128Apr 30, 2023Updated 3 years ago
- Python package for analyzing behavioral data for Brain Observatory: Visual Behavior☆26Jul 3, 2026Updated last month
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The Neural Encoding Model System (NEMS) provides tools to fit and evaluate models of sensory encoding and decoding.☆12Updated this week
- ☆24Mar 16, 2022Updated 4 years ago
- sequential learning in orthogonal subspaces☆14Nov 20, 2020Updated 5 years ago
- Revealing neural correlates of behavior without behavioral measurements☆18Nov 18, 2019Updated 6 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆99Updated this week
- Website for the MIT/Harvard Computational Neuroscience Journal Club☆11Apr 7, 2025Updated last year
- Conditional Linear Dynamical Systems☆17Oct 7, 2025Updated 10 months ago
- This is a repository for the paper: "Sequence anticipation and spike-timing-dependent plasticity emerge from a predictive learning rule" …☆12Jun 2, 2024Updated 2 years ago
- ☆11Feb 27, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Tools for examining the causal structure of artificial neural networks with information theory☆24Oct 28, 2020Updated 5 years ago
- FINDR: Flow-field Inference from Neural Data using deep Recurrent networks☆22Jul 9, 2026Updated last month
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆108Jul 30, 2024Updated 2 years ago
- PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three …☆39Dec 12, 2020Updated 5 years ago
- ☆17Oct 17, 2024Updated last year
- Network plotting python package☆12Nov 17, 2021Updated 4 years ago
- code for the paper, "flexible multitask computation in recurrent networks utilizes shared dynamical motifs"☆13Mar 2, 2025Updated last year
- ☆21Apr 12, 2024Updated 2 years ago
- This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural respo…☆13Feb 8, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Generate a matrix of predictors corresponding to different behavioral variables and process a regression-based encoding model to obtain t…☆18Jul 14, 2019Updated 7 years ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆167Jun 24, 2024Updated 2 years ago
- Animation of population dynamics following a Trefoil knot☆21Nov 2, 2022Updated 3 years ago
- When do neural networks learn sequential vs. persistent solutions in short-term memory tasks?☆16Sep 12, 2019Updated 6 years ago
- Code base for "Arousal as a universal embedding for spatiotemporal brain dynamics"☆23Feb 5, 2026Updated 6 months ago
- Neurosynth web app☆19Jun 2, 2026Updated 2 months ago
- ☆58Mar 4, 2025Updated last year