Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices

no code implementations • 16 Jun 2023 • Bruno Golosio, Jose Villamar, Gianmarco Tiddia, Elena Pastorelli, Jonas Stapmanns, Viviana Fanti, Pier Stanislao Paolucci, Abigail Morrison, Johanna Senk

Simulation speed matters for neuroscientific research: this includes not only how quickly the simulated model time of a large-scale spiking neuronal network progresses, but also how long it takes to instantiate the network model in computer memory.

Code Generation

Phenomenological modeling of diverse and heterogeneous synaptic dynamics at natural density

no code implementations • 10 Dec 2022 • Agnes Korcsak-Gorzo, Charl Linssen, Jasper Albers, Stefan Dasbach, Renato Duarte, Susanne Kunkel, Abigail Morrison, Johanna Senk, Jonas Stapmanns, Tom Tetzlaff, Markus Diesmann, Sacha J. van Albada

This chapter sheds light on the synaptic organization of the brain from the perspective of computational neuroscience.