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A review on cognitive computational neuroscience: overview, models, and applications
To understand the working of our biological brain, we primarily focus on three key areas
which are computational neuroscience, cognitive science, and artificial intelligence …
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 …
stochastic dynamics. The book elaborates on neural dynamics by introducing advanced …
A comprehensive survey of recent developments in neuronal communication and computational neuroscience
Computational neuroscience and neuronal communication have been amongst the most
sought after fields in the recent times. The integration of computational neuroscience and …
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 …
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 …
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 …
excitations of the squid giant axon is one of the greatest challenges in the electrophysiology …
Sliding mode control of the Hodgkin-Huxley mathematical model
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 …
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 …
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 …
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 …
cells and similar biological models using interval polynomials theory. The stages for …