danieleavitabile / numerical-analysis-mathematical-neuroscienceLinks
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.
☆17Updated last year
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
Sorting:
- Tutorial for the course Nonlinear Dynamical Systems - Part 3☆11Updated 2 years ago
- Python package for automated bifurcation analysis and parameter continuations, based on Auto-07p.☆22Updated last month
- Quantify geometric intelligence in natural and artificial brains.☆50Updated 6 months ago
- Tutorials for the book.☆12Updated 3 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- Neuronal Network Meanfield Toolbox - official documentation: https://nnmt.readthedocs.io☆13Updated last year
- ☆14Updated last year
- A tool for laying out figures with geometric constraints☆17Updated 2 weeks ago
- ☆21Updated last year
- 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
- Richard @rdgao & Michael @michaeldeistler: using neural network-based regression and density estimation for Generalized Bayesian Inferenc…☆10Updated last year
- A collection of matplotlib style sheets and plotting tools for publication-ready figures☆14Updated 2 years ago
- MyST markdown paper template with actions☆13Updated 2 years ago
- This toolbox allows to simulate interactions between neural mass potentials (resonating at 40Hz) in the structural connectome. Here, a si…☆9Updated 3 years ago
- an Open Collaborative project to explore the implications — theoretical or practical — of the PDE perspective of ConvNets☆22Updated last year
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆10Updated 3 years ago
- Sparse coding (Olshausen & Field, 1996)☆10Updated 4 years ago
- ☆31Updated last year
- Demixed Shared Component Analysis☆13Updated 4 years ago
- Tutorials on statistical model fitting (optimization, Bayesian inference) for Day 2 of BAMB! 2022.☆24Updated 2 years ago
- The framework for inferring Langevin dynamics from spike data☆32Updated 3 weeks ago
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- ☆37Updated 3 years ago
- Package for fitting/optimization of NeuroML models☆18Updated last month
- Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.☆96Updated this week
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆59Updated 11 months ago
- Implementation of Mejias et al. 2016: Feedforward and feedback frequency-dependent interactions in a large-scale laminar network of the p…☆10Updated 11 months ago
- A collection of scientific posters (with sources) made with Pages or ComicLife☆35Updated last year
- Biophysics-based prediction of LFPs from point-neuron networks☆10Updated last year
- Automated dynamical systems inference☆38Updated last year