jackft / neuron_playgroundLinks
A sandbox for understanding dynamical systems models of neurons
☆20Updated 7 years ago
Alternatives and similar repositories for neuron_playground
Users that are interested in neuron_playground are comparing it to the libraries listed below
Sorting:
- 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
- Training spiking neural networks for sound localization☆66Updated 3 months ago
- Demixed Shared Component Analysis☆13Updated 4 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆68Updated 2 years ago
- NeuroTools is a collection of tools for representing and anlyzing neuroscientific data.☆32Updated 5 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- The framework for inferring Langevin dynamics from spike data☆45Updated 4 months ago
- Exercises and examples for the latent dynamics workshop☆19Updated 2 months ago
- A Python package to facilitate the development, parallel simulation, optimization and analysis of multiscale biological neuronal networks…☆162Updated last week
- code to compute the Dynamic Mode Decomposition (DMD), adapted for large-scale neural recordings☆27Updated 9 years ago
- The Julia implementation of the generalised hierarchical Gaussian filter☆34Updated 2 weeks ago
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆47Updated 5 years ago
- Machine Learning Methods for Neural Data Analysis☆19Updated 4 months ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆101Updated last year
- Recordings of 10k neurons during spontaneous behaviors☆53Updated last year
- Tools for spike data analysis and visualization☆108Updated 2 years ago
- Automated dynamical systems inference☆38Updated 2 years ago
- A large-scale spiking model of the vision-related areas of macaque cortex.☆76Updated 6 months ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆83Updated last month
- ☆13Updated 5 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆38Updated 9 years ago
- NEST Desktop is a web-based GUI for NEST Simulator and other simulators of spiking networks.☆19Updated last week
- A collection of matplotlib style sheets and plotting tools for publication-ready figures☆14Updated 3 years ago
- A tutorial on neuroinformatics resources for computational modellers☆67Updated 6 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆102Updated 6 months ago
- Urai AE, Doiron B, Leifer AM & Churchland AK (2022) Large-scale neural recordings call for new insights to link brain and behavior. Natur…☆18Updated 3 years ago
- An Introduction to Modeling Neuronal Dynamics - Borgers in python, Single Neuron Models, Mathematical Modeling, Computational Neuroscienc…☆46Updated 7 months ago
- Collaboration between BBP and AIBS☆57Updated last year
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆29Updated 6 months ago