Data-driven models of neurons and circuits are important for understanding how the properties of membrane conductances, synapses, dendrites, and the anatomical …
KA Ferguson, AP Chatzikalymniou, FK Skinner - eneuro, 2017 - eneuro.org
Scientists have observed local field potential theta rhythms (3–12 Hz) in the hippocampus for decades, but understanding the mechanisms underlying their generation is complicated …
Hippocampal theta is a 4–12 Hz rhythm associated with episodic memory, and although it has been studied extensively, the cellular mechanisms underlying its generation are …
Determining the biological details and mechanisms that are essential for the generation of population rhythms in the mammalian brain is a challenging problem. This problem cannot …
FK Skinner, S Rich, AR Lunyov, J Lefebvre… - Frontiers in neural …, 2021 - frontiersin.org
Computational models of neural circuits with varying levels of biophysical detail have been generated in pursuit of an underlying mechanism explaining the ubiquitous hippocampal …
Neuron types (eg, pyramidal cells) within one area of the brain are often considered homogeneous, despite variability in their biophysical properties. Here we review literature …
Modeling brain dynamics to better understand and control complex behaviors underlying various cognitive brain functions have been of interest to engineers, mathematicians and …
Mean-field systems have been previously derived for networks of coupled, two-dimensional, integrate-and-fire neurons such as the Izhikevich, adapting exponential, and quartic …
AP Chatzikalymniou, M Gumus, FK Skinner - Hippocampus, 2021 - Wiley Online Library
The wide variety of cell types and their biophysical complexities pose a challenge in our ability to understand oscillatory activities produced by cellular‐based computational network …