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
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆67Updated 2 years ago
- Exercises and examples for the latent dynamics workshop☆19Updated last month
- Demixed Shared Component Analysis☆13Updated 4 years ago
- Training spiking neural networks for sound localization☆66Updated 2 months ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆29Updated 5 months ago
- ☆17Updated 2 years ago
- Julia Spiking Neural Network Simulator☆41Updated last week
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- ☆30Updated 3 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 7 years ago
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆40Updated 3 years ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆27Updated last year
- ☆39Updated last year
- The Julia implementation of the generalised hierarchical Gaussian filter☆33Updated 2 weeks ago
- Tools for spike data analysis and visualization☆108Updated 2 years ago
- SpikeForest -- spike sorting analysis for website☆16Updated 5 years ago
- Neuroimaging in Julia☆48Updated 2 years ago
- LaTeX manuscript template based on a Nature Neuroscience submission☆21Updated 4 years ago
- Recordings of 10k neurons during spontaneous behaviors☆52Updated last year
- A NWB-based Dataset and Processing Pipeline of Human Single-Neuron Activity During a Declarative Memory Task☆21Updated 6 months ago
- A large-scale spiking model of the vision-related areas of macaque cortex.☆76Updated 5 months ago
- A framework for simulating mean-field neural mass models of spiking neurons, comparing them to large network simulations, and predicting …☆18Updated 5 years ago
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆44Updated last year
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆83Updated 2 weeks ago
- A domain specific language for neuron and synapse models in spiking neural network simulation☆65Updated last week
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Updated 7 years ago
- ☆13Updated 6 years ago
- ☆11Updated 9 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆100Updated last year