Preferential Subspace Identification Algorithm
☆56Feb 7, 2026Updated last month
Alternatives and similar repositories for PyPSID
Users that are interested in PyPSID are comparing it to the libraries listed below
Sorting:
- Preferential Subspace Identification Algorithm☆53Feb 7, 2026Updated last month
- ☆32Feb 27, 2024Updated 2 years ago
- ☆18Mar 27, 2021Updated 4 years ago
- ☆16Oct 17, 2024Updated last year
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆33Aug 22, 2025Updated 6 months ago
- code related to Shirvalkar et al. 2023 - Nature Neuroscience☆10May 22, 2023Updated 2 years ago
- Official Implementation of RRR Decoder☆14Oct 11, 2025Updated 5 months ago
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆14Jul 26, 2021Updated 4 years ago
- Soft Actor Critic for training musculoskeletal models☆19Nov 11, 2025Updated 4 months ago
- Official Implementation of NEDS☆16Sep 17, 2025Updated 6 months ago
- Towards large neural data models.☆32Jul 2, 2025Updated 8 months ago
- ☆12Feb 27, 2023Updated 3 years ago
- ☆30Updated this week
- Neural Spike Train Analysis Toolbox for Matlab☆37Updated this week
- The official re-implementation of the Neurips 2021 paper, "Targeted Neural Dynamical Modeling".☆10Mar 4, 2022Updated 4 years ago
- PyTorch implementation of Swap-VAE: A self-supervised approach for generating neural activity☆13Nov 17, 2021Updated 4 years ago
- ☆56Feb 7, 2026Updated last month
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Sep 9, 2017Updated 8 years ago
- Code for training neural network controllers to emulate posture and reach tasks☆10Nov 24, 2021Updated 4 years ago
- NeuroTask: A Benchmark Dataset for Multi-Task Neural Analysis☆14Apr 13, 2025Updated 11 months ago
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆57Aug 18, 2023Updated 2 years ago
- Bayesian learning and inference for state space models☆682May 9, 2025Updated 10 months ago
- Fast optimisation of tuning curves by iterative refitting and decoding☆14Mar 13, 2026Updated last week
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆51Sep 26, 2025Updated 5 months ago
- code to compute the Dynamic Mode Decomposition (DMD), adapted for large-scale neural recordings☆27Mar 3, 2016Updated 10 years ago
- Deep variational Bayes filter in julia using Flux☆14Dec 13, 2020Updated 5 years ago
- Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA☆1,078Feb 2, 2026Updated last month
- Tools for analyzing spiking data from single-neuron recodings.☆29Feb 20, 2026Updated last month
- Code for the paper "A high-performance speech neuroprosthesis"☆195Jun 9, 2025Updated 9 months ago
- Image processing pipeline for ECoG data☆67Jun 20, 2024Updated last year
- The COntextual INference (COIN) model☆25Aug 5, 2024Updated last year
- A python package that includes many methods for decoding neural activity☆469Jul 3, 2023Updated 2 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Mar 8, 2023Updated 3 years ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆30Mar 3, 2026Updated 2 weeks ago
- ☆19Oct 27, 2023Updated 2 years ago
- Cross-correlation coefficients in Python☆12Sep 22, 2017Updated 8 years ago
- Companion code for the paper: "Stabilization of a brain-computer interface via the alignment of low-dimensional spaces of neural activity…☆33Sep 22, 2020Updated 5 years ago
- Code associated with the paper titled "A high-performance neuroprosthesis for speech decoding and avatar control" , published in Nature i…☆70Aug 23, 2023Updated 2 years ago
- ☆19Feb 7, 2023Updated 3 years ago