ShanechiLab / torchDFINELinks
☆31Updated last year
Alternatives and similar repositories for torchDFINE
Users that are interested in torchDFINE are comparing it to the libraries listed below
Sorting:
- Preferential Subspace Identification Algorithm☆55Updated last month
- ☆56Updated 7 months ago
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆41Updated last year
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆100Updated 6 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆55Updated 5 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆32Updated 5 months ago
- Methods for studying dynamic functional brain activity in neuroimaging data.☆80Updated last week
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated 10 months ago
- ☆83Updated 3 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆124Updated last month
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆72Updated 3 weeks ago
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆87Updated 9 months ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆59Updated 10 months ago
- ☆21Updated 3 years ago
- ☆29Updated 3 months ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆87Updated 3 weeks ago
- Preferential Subspace Identification Algorithm☆52Updated last year
- Brain Time Toolbox: Warp electrophysiological data from clock time to brain time and analyze the dynamic neural patterns of cognitive pro…☆42Updated 3 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- Code for simulating neural time series, spectrogram parameterization (using SPRiNT), and generating figures from the SPRiNT preprint☆44Updated 2 years ago
- Towards large neural data models.☆32Updated 7 months ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆25Updated last week
- Electrophysiological Data Analysis Toolbox☆62Updated last week
- Python tools for participating in Neural Latents Benchmark '21☆66Updated last week
- State-space Oscillator Modeling And Time-series Analysis (SOMATA) is a Python library for state-space neural signal processing algorithms…☆32Updated last year
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Analysis code used to create figures in Gao et al., 2017☆15Updated 8 years ago
- Phase-Amplitude Coupling under Python☆116Updated last year
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated 2 years ago
- ☆60Updated last week