ShanechiLab / PSID
Preferential Subspace Identification Algorithm
☆46Updated last year
Alternatives and similar repositories for PSID:
Users that are interested in PSID are comparing it to the libraries listed below
- Preferential Subspace Identification Algorithm☆50Updated 3 months ago
- ☆28Updated 11 months ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆28Updated 2 years ago
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆30Updated 10 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆47Updated 4 months ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆44Updated last year
- ☆17Updated 3 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- A MATLAB toolbox for performing information theory analyses of neuroscience data☆72Updated 6 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆45Updated 4 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- DataHigh: A graphical user interface for visualizing and interacting with high-dimensional neural activity☆17Updated 6 years ago
- A Matlab wrapper for spectral parameterization.☆44Updated last year
- Backend for Real-time Asynchronous Neural Decoding (BRAND)☆26Updated 2 months ago
- Code for Galgali et al, 2023☆12Updated 2 years ago
- ☆46Updated 3 months ago
- ☆49Updated 2 years ago
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆36Updated 3 years ago
- MClust is a Matlab-based spike sorting toolbox for the separation of putative cells from multi-site neurophysiological recordings. It is…☆16Updated 2 years ago
- A Matlab interface for reading and writing NWB files☆50Updated this week
- ☆16Updated this week
- jPCA for Neural Data Analysis in Python☆46Updated last year
- Code for simulating neural time series, spectrogram parameterization (using SPRiNT), and generating figures from the SPRiNT preprint☆40Updated last year
- Sparse component analysis☆26Updated this week
- Brain Time Toolbox: Warp electrophysiological data from clock time to brain time and analyze the dynamic neural patterns of cognitive pro…☆41Updated 2 years ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆13Updated last year
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆42Updated last year
- code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)☆28Updated 6 months ago