davidzoltowski / ssmdmLinks
Recurrent state-space models for decision making
☆30Updated 2 years ago
Alternatives and similar repositories for ssmdm
Users that are interested in ssmdm are comparing it to the libraries listed below
Sorting:
- Recurrent Switching Linear Dynamical Systems☆111Updated 2 years ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- ☆23Updated last year
- Inverse optimal control for continuous psychophysics☆27Updated 2 months ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆67Updated 2 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 7 years ago
- ☆16Updated 5 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆35Updated 7 years ago
- The COntextual INference (COIN) model☆23Updated last year
- ☆11Updated 2 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- Code accompanying the paper: Mattar, M. G., & Daw, N. D. (2018). Prioritized memory access explains planning and hippocampal replay. bioR…☆30Updated 7 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆100Updated last year
- Gaussian Process Factor Analysis☆30Updated 10 years ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- Gaussian Process Factor Analysis with Dynamical Structure☆17Updated 4 years ago
- Exercises and examples for the latent dynamics workshop☆19Updated last month
- Analysis of hippocampal activity in the towers task☆20Updated 4 years ago
- Dimensionality reduction of spikes trains☆50Updated 3 years ago
- This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural respo…☆12Updated 2 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆38Updated 2 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 3 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- ☆23Updated 4 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- STATS320: Statistical Methods for Neural Data Analysis☆198Updated 2 months ago
- Recordings of 10k neurons during spontaneous behaviors☆52Updated last year
- This code package is for the Corrected-Fisher-Randomization (CFR) method. This method generates random surrogate data that preserves a sp…☆10Updated 7 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆36Updated last year