danieleavitabile / numerical-analysis-mathematical-neuroscience
This is material written for the masterclass Numerical and Analytical Methods for Spatially-Extended Neurobiological Networks, held at the Centre for Complex Systems Studies, University of Utrecht in May 2024.
☆11Updated 10 months ago
Alternatives and similar repositories for numerical-analysis-mathematical-neuroscience:
Users that are interested in numerical-analysis-mathematical-neuroscience are comparing it to the libraries listed below
- Tutorial for the course Nonlinear Dynamical Systems - Part 3☆11Updated 2 years ago
- This toolbox allows to simulate interactions between neural mass potentials (resonating at 40Hz) in the structural connectome. Here, a si…☆8Updated 2 years ago
- Python package for automated bifurcation analysis and parameter continuations, based on Auto-07p.☆22Updated last month
- Neuronal Network Meanfield Toolbox - official documentation: https://nnmt.readthedocs.io☆13Updated last year
- Richard @rdgao & Michael @michaeldeistler: using neural network-based regression and density estimation for Generalized Bayesian Inferenc…☆10Updated last year
- ☆13Updated 5 months ago
- A collection of matplotlib style sheets and plotting tools for publication-ready figures☆14Updated 2 years ago
- ☆14Updated 11 months ago
- Biophysics-based prediction of LFPs from point-neuron networks☆10Updated last year
- Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.☆85Updated this week
- ☆20Updated 10 months ago
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- Reduced-order modelling using an atlas of charts☆25Updated 2 years ago
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆9Updated 3 years ago
- Demixed Shared Component Analysis☆13Updated 4 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Creating the code base for All-active Model generation written on top of Bluepyopt☆16Updated 4 years ago
- A generalised Gaussian process method for learning vector fields over non-Euclidean domains. Particularly useful for EEG data analysis an…☆22Updated 5 months ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Updated 4 years ago
- ☆29Updated 2 years ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆29Updated last year
- ☆29Updated last year
- Website for Neural Data Science book☆13Updated 4 months ago
- An ongoing journal club for the study of big ideas in neuro☆33Updated 2 years ago
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆28Updated 3 years ago
- A nonlinear time series analysis toolbox☆10Updated 2 years ago
- CEBRA Demo Notebooks. Please see all of them at the URL below:☆14Updated 3 weeks ago
- ☆23Updated last year
- Code for a seminar talk at University of Leicester, UK☆24Updated 4 years ago