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neurons: High performance modeling tools in C++ with R interface

Neurons is an R/C++ package for simulating neurons and networks of neurons, currently under development at Oviedo Lab. The package is built around a few core object classes, all of which are a C++ class accessible through R via Rcpp modules and wrappers.

  • neuron: For modeling the spiking of single neurons with dichotomized Gaussians.
  • network: For simulating spiking neural networks with Growth-transform dynamical systems.
  • motif: For specifying general patterns of connectivity between neurons in a circuit, i.e., a "circuit motif" or "network topology".
Artistic rendering of a neuron

Copyright (C) 2025, Michael Barkasi [email protected]

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Rcpp library for neuron modelling

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