Simulated dataset on coordinated reset stimulation of homogeneous and inhomogeneous networks of excitatory leaky integrate-and-fire neurons with spike-timing-dependent plasticity

We present simulated data for the analysis of long-lasting desynchronization effects of CRS with shuffled CR sequences versus non-shuffled CR sequences in which the order of stimulus deliveries to the sites remains unchanged throughout the entire stimulation period. We provide data on long-lasting desynchronization effects of shuffled and non-shuffled CRS in networks with homogeneous synaptic connectivity and networks with inhomogeneous synaptic connectivity.

Homogeneous synaptic connectivity refers to a network in which the probability of a synaptic connection does not depend on the pre- and postsynaptic neurons’ locations. In contrast, inhomogeneous synaptic connectivity refers to a network in which the probability for a synaptic connection depends on the neurons’ locations. The presented neuronal network model was used to analyze the impact of the CR sequences and their shuffling on the long-lasting effects of CRS [1].

More details can be found in Ref. [2]. [1] Kromer, J. A., and Tass, P. A. (2024).

Sequences and their shuffling may crucially impact coordinated reset stimulation – a theoretical study. Brain Stimulation 17, P194–P196. [2] Kromer, J.A., and Tass, P.A. (2024).

Simulated dataset on coordinated reset stimulation of homogeneous and inhomogeneous networks of excitatory leaky integrate-and-fire neurons with spike-timing-dependent plasticity. Data in Brief 54, 110345.

Note

Version 2 includes the following changes: 1) References [1] and [2] added. 2) run_sim/3_run.py "data" -> dataDirectory in line 159 3) Corrections related to the stimulation amplitude of non-shuffled CRS. In version 2, non-shuffled and shuffled CRS have the same stimulation amplitude for the same value of Astim. The following files have been updated accordingly: - CRS/CRS_non_shuffled.py - figures/Fig2/Figure_2.png - figures/Fig2/data/dic_mean_Weights_nonShuffled_homogeneous.pickle - figures/Fig2/data/dic_mean_Weights_nonShuffled_inhomogeneous.pickle