AlGoulas / bio2artLinks
Convert biological neuronal networks to artificial recurrent neuronal networks
☆21Updated 3 years ago
Alternatives and similar repositories for bio2art
Users that are interested in bio2art 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 3 weeks ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated 8 months ago
- Network plotting python package☆12Updated 4 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆58Updated 9 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆55Updated 5 years ago
- ☆29Updated 2 months ago
- Project code for extracting neural population timescale from field potential data (LFP, ECoG, etc)☆18Updated 4 years ago
- Preferential Subspace Identification Algorithm☆54Updated last week
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Methods for studying dynamic functional brain activity in neuroimaging data.☆80Updated this week
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆93Updated 4 months ago
- ☆20Updated 3 years ago
- Machine Learning Methods for Neural Data Analysis☆20Updated 7 months ago
- ☆31Updated last year
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆29Updated 10 months ago
- Framework for Information Theoretical analysis of Electrophysiological data and Statistics☆98Updated 7 months ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆32Updated 4 months ago
- A toolbox for implementing Network Control Theory analyses in python☆67Updated last year
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆46Updated 3 weeks ago
- 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
- Python package for Integrated Information Decomposition (PhiID)☆28Updated 2 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Updated 2 years ago
- Higher-order interactions toolbox☆13Updated 4 years ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆25Updated 2 months ago
- 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
- A toolbox for brain network modeling on GPUs☆17Updated last month
- code accompanying Pellegrino*, Stein*, & Cayco-Gajic (2023).☆13Updated last year
- Fast, easy-to-use intracranial electrode localization software built entirely in MATLAB☆26Updated 2 months ago
- ☆82Updated 3 years ago
- ☆34Updated last month