ShanechiLab / DPADLinks
☆55Updated 3 months ago
Alternatives and similar repositories for DPAD
Users that are interested in DPAD are comparing it to the libraries listed below
Sorting:
- Preferential Subspace Identification Algorithm☆54Updated 4 months ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆55Updated 7 months ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆88Updated 2 months ago
- ☆31Updated last year
- Phase-Amplitude Coupling under Python☆113Updated last year
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆117Updated 8 months ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆28Updated 8 months ago
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆38Updated last year
- Methods for studying dynamic functional brain activity in neuroimaging data.☆75Updated 2 weeks ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆85Updated 2 months ago
- ☆59Updated 3 years ago
- Brain Time Toolbox: Warp electrophysiological data from clock time to brain time and analyze the dynamic neural patterns of cognitive pro…☆41Updated 3 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆33Updated 2 months ago
- Phase-amplitude coupling (PAC) toolbox☆102Updated 4 years ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated 6 months ago
- Tools for analyzing spiking data from single-neuron recodings.☆29Updated last week
- ☆26Updated last week
- ☆26Updated 3 years ago
- ☆52Updated this week
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆30Updated 2 years ago
- ☆20Updated 3 years ago
- Cycle-by-cycle analysis of neural oscillations.☆90Updated last week
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆66Updated 2 months ago
- Framework for Information Theoretical analysis of Electrophysiological data and Statistics☆92Updated 5 months ago
- ☆81Updated 3 years ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆107Updated this week
- Connectivity algorithms that leverage the MNE-Python API.☆83Updated this week
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Python tools for participating in Neural Latents Benchmark '21☆63Updated last year