[HTML][HTML] Computational neuroscience approach to psychiatry: a review on theory-driven approaches

A Khaleghi, MR Mohammadi, K Shahi… - Clinical …, 2022 - ncbi.nlm.nih.gov
Translating progress in neuroscience into clinical benefits for patients with psychiatric
disorders is challenging because it involves the brain as the most complex organ and its …

A neuronal population model based on cellular automata to simulate the electrical waves of the brain

A Khaleghi, MR Mohammadi, K Shahi… - Waves in random and …, 2024 - Taylor & Francis
Neural oscillations as synchronized activity of large numbers of neurons in the neural
ensembles have always been a hot topic of research for experimental and theoretical …

[HTML][HTML] Memristors in Cellular-Automata-Based Computing: A Review

RE Karamani, IA Fyrigos, V Ntinas, I Vourkas… - Electronics, 2023 - mdpi.com
The development of novel hardware computing systems and methods has been a topic of
increased interest for researchers worldwide. New materials, devices, and architectures are …

Universality of non-extensive Tsallis statistics and time series analysis: Theory and applications

GP Pavlos, LP Karakatsanis, MN Xenakis… - Physica A: Statistical …, 2014 - Elsevier
We investigate Tsallis q-statistics for various complex physical systems. In particular, the
Tsallis q-triplet is estimated for space plasmas, atmospheric dynamics, seismicity, and brain …

Slime mould imitates development of Roman roads in the Balkans

V Evangelidis, MA Tsompanas, GC Sirakoulis… - Journal of …, 2015 - Elsevier
Due to its unexpected computing abilities, Physarum polycephalum, a vegetative stage of
acellular slime, has been repeatedly used during the last decade in order to reproduce …

[HTML][HTML] Emulating epileptic seizures on coupled chua's circuit networks

RE Karamani, KA Tsakalos, GC Sirakoulis - Symmetry, 2022 - mdpi.com
Irregular brain activity is of interest to researchers and scientists who are trying to
understand, model, compare, and provide novel solutions to existing and challenging …

Memristive cellular automata for modeling of epileptic brain activity

RE Karamani, IA Fyrigos, V Ntinas… - … on Circuits and …, 2018 - ieeexplore.ieee.org
Cellular Automata (CA) is a nature-inspired and widespread computational model which is
based on the collective and emergent parallel computing capability of units (cells) locally …

[HTML][HTML] QLCA and Entangled States as Single-Neuron Activity Generators

Y Roth - Frontiers in Computational Neuroscience, 2021 - frontiersin.org
Each neuron in the central nervous system has many dendrites, which provide input
information through impulses. Assuming that a neuron's decision to continue or stop firing is …

Application of cellular automata in neuroscience: dynamic models of neuron populations

Y Liu, J Li - Multiscale and Multidisciplinary Modeling, Experiments …, 2024 - Springer
The collective activity of neurons in cortical circuits enables us to think, perceive, learn and
move. Modeling this activity through cellular automata (CA) based approaches provides a …

Firing patterns in a random network cellular automata model of the brain

L Acedo, E Lamprianidou, JA Moraño… - Physica A: Statistical …, 2015 - Elsevier
One of the main challenges in the simulation of even reduced areas of the brain is the
presence of a large number of neurons and a large number of connections among them …