brainpy / examplesLinks
Examples of BrainPy
☆33Updated last year
Alternatives and similar repositories for examples
Users that are interested in examples are comparing it to the libraries listed below
Sorting:
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆85Updated 2 months ago
- ☆31Updated last year
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆30Updated 2 years ago
- ☆81Updated 3 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on ci…☆91Updated 3 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- ☆55Updated 3 months ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆88Updated 2 months ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆31Updated 7 months ago
- Python tools for participating in Neural Latents Benchmark '21☆63Updated last year
- Training spiking neural networks for sound localization☆66Updated 4 months ago
- Analysis of hippocampal activity in the towers task☆20Updated 4 years ago
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆40Updated 3 years ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆161Updated last year
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated 2 years ago
- ☆16Updated last month
- A reservoir computing toolbox for neuroscientists☆108Updated 10 months ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆107Updated last week
- A MATLAB toolbox for performing information theory analyses of neuroscience data☆76Updated 7 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆33Updated 2 months ago
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆36Updated 3 years ago
- ☆59Updated 3 years ago
- ☆30Updated 3 years ago
- ☆33Updated last year
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆50Updated last month
- Integration between TVB and NEST, for multiscale (co)simulations .☆41Updated last month
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆55Updated 7 months ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago
- Neuroscience data analysis framework for reproducible research built by Loren Frank Lab at UCSF☆103Updated 2 weeks ago