ioam / topographica
A general-purpose neural simulator focusing on topographic maps.
☆53Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for topographica
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆44Updated 10 years ago
- Kabuki is a Python toolbox that allows easy creation of hierarchical Bayesian models for the cognitive sciences.☆69Updated last year
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆48Updated 8 years ago
- A collection of IPython notebooks from a graduate-level statistics course run by Tom Wallis and Philipp Berens☆26Updated 9 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 6 years ago
- Structured Machine Learning in Python☆45Updated last year
- Interactive neuronal data analysis in Python☆22Updated 5 years ago
- Information Theory Toolkit☆19Updated 6 years ago
- Fast CPU implementations of several conditional probabilistic models☆36Updated last year
- Cortex - Deep learning tools for neuroimaging☆31Updated 7 years ago
- Computational Neurosciences repository☆29Updated 9 years ago
- A Python implementation of fast non-negative deconvolution☆23Updated 5 years ago
- Bayesian mixed-effects modeling of fMRI data in Python☆39Updated 3 years ago
- A simple tool for small scale experiments using bayesian optimization☆35Updated 6 years ago
- My PhD Thesis☆21Updated 8 years ago
- NeuroTools is a collection of tools for representing and anlyzing neuroscientific data.☆30Updated 4 years ago
- Partial Entropy Decomposition and Partial Information Decomposition with pointwise surprisal measures☆41Updated 11 months ago
- This repository hosts the NeuroML 2 Schema, the ComponentType definitions in LEMS and the core documentation of NeuroML2.☆51Updated 2 months ago
- Bayesian Psychometric Curve Fitting Tool☆45Updated 6 months ago
- a machine learning platform for teams☆19Updated 7 years ago
- Bayesian Effective Connectivity☆53Updated 5 years ago
- This package provides Python libNeuroML, for working with neuronal models specified in NeuroML☆39Updated last week
- The information sieve for discrete variables.☆36Updated 8 years ago
- An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.☆77Updated 2 years ago
- ☆46Updated 11 years ago
- Library of common tools for machine learning research.☆40Updated 7 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆124Updated 3 years ago
- A Graphical User Interface with 3D Visualization features for NEURON simulation enviroment☆30Updated last year
- Official Source-Code of the Modular toolkit for Data Processing (MDP)☆91Updated last year