DynamicsAndNeuralSystems / pyspi_paper_code
All code to download datasets for the three classification case studies, compute SPIs, fit SVMs, and visualise results for pyspi publication
☆10Updated last year
Alternatives and similar repositories for pyspi_paper_code:
Users that are interested in pyspi_paper_code are comparing it to the libraries listed below
- ☆20Updated 11 months ago
- Highly Comparative Graph Analysis - Code for network phenotyping☆45Updated 9 months ago
- Entropy rate estimators for neuroscience☆25Updated 3 years ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆29Updated last year
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆33Updated 11 months ago
- ☆22Updated last month
- Excitation-inhibition balance brain network fitting☆20Updated last year
- Infer activity throughout the brain from a small(ish) number of electrodes using Gaussian process regression☆34Updated 3 years ago
- Hidden Markov Modelling of M/EEG data.☆16Updated 4 years ago
- Repository for example Hierarchical Drift Diffusion Model (HDDM) code using JAGS in Python. These scripts provide useful examples for usi…☆26Updated last year
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆19Updated 7 years ago
- ☆29Updated last year
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆23Updated 5 months ago
- Code accompanying publication on GED tutorial☆32Updated 3 years ago
- THOI: An efficient library for higher order interactions analysis based on Gaussian copulas enhanced by batch-processing☆16Updated last week
- Measures of causal emergence from multivariate time series data.☆28Updated 3 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with trans…☆13Updated 2 years ago
- Repository for the hmp python package☆41Updated 2 weeks ago
- ☆23Updated 3 months ago
- Analysis code used to create figures in Gao et al., 2017☆15Updated 7 years ago
- Animated visualizers for signals.☆11Updated last year
- M/EEG brain age benchmark paper☆26Updated 2 years ago
- State-space Oscillator Modeling And Time-series Analysis (SOMATA) is a Python library for state-space neural signal processing algorithms…☆29Updated 7 months ago
- ☆20Updated 3 years ago
- A drift-diffusion modeling (DDM) framework for Python3☆17Updated last year
- A three-part lecture series on spectral and spatial statistical source separation in neuroscience data.☆34Updated 3 years ago
- Python package for Integrated Information Decomposition (PhiID)☆15Updated last year
- Dynamic Causal Modeling with Python☆38Updated 5 years ago
- Contains the code for the analysis of connectomes in "Resting-state cross-frequency coupling networks in human electrophysiological recor…☆11Updated 5 years ago