pyrates-neuroscience / PyRatesLinks
Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.
☆83Updated last week
Alternatives and similar repositories for PyRates
Users that are interested in PyRates are comparing it to the libraries listed below
Sorting:
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆53Updated 5 months ago
- ☆55Updated 2 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
- Python-module for calculation of extracellular potentials from multicompartment neuron models and networks☆82Updated 6 months ago
- Code accompanying Steinmetz et al., 2019☆60Updated 3 years ago
- Framework for Information Theoretical analysis of Electrophysiological data and Statistics☆92Updated 3 months ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆42Updated 6 years ago
- The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on ci…☆89Updated last month
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- Preferential Subspace Identification Algorithm☆53Updated 2 months ago
- Phase-Amplitude Coupling under Python☆112Updated last year
- Cycle-by-cycle analysis of neural oscillations.☆88Updated 2 months ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆76Updated last week
- A MATLAB toolbox for performing information theory analyses of neuroscience data☆74Updated 7 years ago
- Systems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data☆53Updated 5 months ago
- IBL core shared libraries☆63Updated this week
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆47Updated 5 years ago
- jPCA for Neural Data Analysis in Python☆50Updated 2 years ago
- Tutorial☆11Updated 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
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆38Updated 2 years ago
- A SciUnit library for validation testing of spiking neural network models.☆16Updated last year
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated last week
- NEural MOdelS, a statistical modeling framework for neuroscience.☆101Updated this week
- Phase-amplitude coupling (PAC) toolbox☆99Updated 4 years ago
- Model fitting toolbox for the Brian 2 simulator☆17Updated 3 weeks ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆32Updated 3 months ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆23Updated 3 months ago
- Methods for studying dynamic functional brain activity in neuroimaging data.☆72Updated this week