A review on cognitive computational neuroscience: overview, models, and applications

D Sarishma, S Sangwan, R Tomar… - Innovative Trends in …, 2021 - Springer
To understand the working of our biological brain, we primarily focus on three key areas
which are computational neuroscience, cognitive science, and artificial intelligence …

Advanced models of neural networks

G Rigatos - Nonlinear dynamics and stochasticity in biological …, 2013 - Springer
This book provides a complete study on neural structures exhibiting nonlinear and
stochastic dynamics. The book elaborates on neural dynamics by introducing advanced …

A comprehensive survey of recent developments in neuronal communication and computational neuroscience

A Mishra, SK Majhi - Journal of Industrial Information Integration, 2019 - Elsevier
Computational neuroscience and neuronal communication have been amongst the most
sought after fields in the recent times. The integration of computational neuroscience and …

Spatiotemporal activities of neural network exposed to external electric fields

H Wang, Y Chen - Nonlinear Dynamics, 2016 - Springer
Neural electrical activities are due to the movement of ions in/out of the neuron and can be
modulated by an external electric field. Moreover, clinical evidences reveal that the …

Control of Hopf Bifurcations in Hodgkin-Huxley Neurons by Automatic Temperature Manipulation.

RO Doruk - NeuroQuantology, 2018 - go.gale.com
Hodgkin-Huxley model of the squid giant axon is a very important contribution to the field of
theoretical neuroscience (Hodgkin & Huxley, 1952; Abbott, 2008). It is a highly nonlinear …

LQR Suppression of Hopf Bifurcation in Hodgkin-Huxley Neurons.

Y Lin, H Liu, L Hu - NeuroQuantology, 2019 - go.gale.com
The Hodgkin-Huxley nonlinear model (Hodgkin et al., 1952) which describes the electrical
excitations of the squid giant axon is one of the greatest challenges in the electrophysiology …

Sliding mode control of the Hodgkin-Huxley mathematical model

C Cavaterra, D Enachescu, G Marinoschi - arxiv preprint arxiv …, 2019 - arxiv.org
In this paper we deal with a feedback control design for the action potential of a neuronal
membrane in relation with the non-linear dynamics of the Hodgkin-Huxley mathematical …

Control of repetitive firing in Hindmarsh-Rose model based on Krasovskii theorem

S Chen, R Yang - 2016 International Conference on Advanced …, 2016 - ieeexplore.ieee.org
Many neural diseases have close relations with abnormal repetitive firing of neuron system.
So, it is very important to study inhibition of abnormal repetitive firing of neurons. In this …

Oscillatory Dynamics in Biological Neurons

GG Rigatos, GG Rigatos - … of Neural Networks: Nonlinear Dynamics and …, 2015 - Springer
The voltage of the neurons membrane exhibits oscillatory variations after receiving suitable
external excitation either when the neuron is independent from neighboring neural cells or …

Bifurcations and Limit Cycles in Models of Biological Systems

GG Rigatos, GG Rigatos - … of Neural Networks: Nonlinear Dynamics and …, 2015 - Springer
The chapter proposes a systematic method for fixed point bifurcation analysis in circadian
cells and similar biological models using interval polynomials theory. The stages for …