Simulation of synaptic coupling of neuron-like generators via a memristive device

2017 ◽  
Vol 62 (8) ◽  
pp. 1259-1265 ◽  
Author(s):  
S. A. Gerasimova ◽  
A. N. Mikhaylov ◽  
A. I. Belov ◽  
D. S. Korolev ◽  
O. N. Gorshkov ◽  
...  
2021 ◽  
Vol 118 (26) ◽  
pp. 263507
Author(s):  
Yanyun Ren ◽  
Xiaojing Fu ◽  
Zhi Yang ◽  
Ruoyao Sun ◽  
Ya Lin ◽  
...  

2021 ◽  
Vol 143 ◽  
pp. 110549
Author(s):  
Yuriy Gerasimov ◽  
Evgenii Zykov ◽  
Nikita Prudnikov ◽  
Max Talanov ◽  
Alexander Toschev ◽  
...  

2021 ◽  
Vol 144 ◽  
pp. 110723
Author(s):  
A.N. Mikhaylov ◽  
D.V. Guseinov ◽  
A.I. Belov ◽  
D.S. Korolev ◽  
V.A. Shishmakova ◽  
...  

1997 ◽  
Vol 78 (3) ◽  
pp. 1199-1211 ◽  
Author(s):  
David Golomb ◽  
Yael Amitai

Golomb, David and Yael Amitai. Propagating neuronal discharges in neocortical slices: computational and experimental study. J. Neurophysiol. 78: 1199–1211, 1997. We studied the propagation of paroxysmal discharges in disinhibited neocortical slices by developing and analyzing a model of excitatory regular-spiking neocortical cells with spatially decaying synaptic efficacies and by field potential recording in rat slices. Evoked discharges may propagate both in the model and in the experiment. The model discharge propagates as a traveling pulse with constant velocity and shape. The discharge shape is determined by an interplay between the synaptic driving force and the neuron's intrinsic currents, in particular the slow potassium current. In the model, N-methyl-d-aspartate (NMDA) conductance contributes much less to the discharge velocity than amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA) conductance. Blocking NMDA receptors experimentally with 2-amino-5-phosphonovaleric acid (APV) has no significant effect on the discharge velocity. In both model and experiments, propagation occurs for AMPA synaptic coupling g AMPA above a certain threshold, at which the velocity is finite (non-zero). The discharge velocity grows linearly with the g AMPA for g AMPA much above the threshold. In the experiments, blocking AMPA receptors gradually by increasing concentrations of 6-cyano-7-nitroquinoxaline-2,3-dione (CNQX) in the perfusing solution results in a gradual reduction of the discharge velocity until propagation stops altogether, thus confirming the model prediction. When discharges are terminated in the model by the slow potassium current, a network with the same parameter set may display discharges with several forms, which have different velocities and numbers of spikes; initial conditions select the exhibited pattern. When the discharge is also terminated by strong synaptic depression, there is only one discharge form for a particular parameter set; the velocity grows continuously with increased synaptic conductances. No indication for more than one discharge velocity was observed experimentally. If the AMPA decay rate increases while the maximal excitatory postsynaptic conductance (EPSC) a cell receives is kept fixed, the velocity increases by ∼20% until it reaches a saturated value. Therefore the discharge velocity is determined mainly by the cells' integration time of input EPSCs. We conclude, on the basis of both the experiments and the model, that the total amount of excitatory conductance a typical cell receives in a control slice exhibiting paroxysmal discharges is only ∼5 times larger than the excitatory conductance needed for raising the potential of a resting cell above its action potential threshold.


2014 ◽  
Vol 11 (95) ◽  
pp. 20140058 ◽  
Author(s):  
Kiyoshi Kotani ◽  
Ikuhiro Yamaguchi ◽  
Lui Yoshida ◽  
Yasuhiko Jimbo ◽  
G. Bard Ermentrout

Gamma oscillations of the local field potential are organized by collective dynamics of numerous neurons and have many functional roles in cognition and/or attention. To mathematically and physiologically analyse relationships between individual inhibitory neurons and macroscopic oscillations, we derive a modification of the theta model, which possesses voltage-dependent dynamics with appropriate synaptic interactions. Bifurcation analysis of the corresponding Fokker–Planck equation (FPE) enables us to consider how synaptic interactions organize collective oscillations. We also develop the adjoint method (infinitesimal phase resetting curve) for simultaneous equations consisting of ordinary differential equations representing synaptic dynamics and a partial differential equation for determining the probability distribution of the membrane potential. This method provides a macroscopic phase response function (PRF), which gives insights into how it is modulated by external perturbation or internal changes of parameters. We investigate the effects of synaptic time constants and shunting inhibition on these gamma oscillations. The sensitivity of rising and decaying time constants is analysed in the oscillatory parameter regions; we find that these sensitivities are not largely dependent on rate of synaptic coupling but, rather, on current and noise intensity. Analyses of shunting inhibition reveal that it can affect both promotion and elimination of gamma oscillations. When the macroscopic oscillation is far from the bifurcation, shunting promotes the gamma oscillations and the PRF becomes flatter as the reversal potential of the synapse increases, indicating the insensitivity of gamma oscillations to perturbations. By contrast, when the macroscopic oscillation is near the bifurcation, shunting eliminates gamma oscillations and a stable firing state appears. More interestingly, under appropriate balance of parameters, two branches of bifurcation are found in our analysis of the FPE. In this case, shunting inhibition can effect both promotion and elimination of the gamma oscillation depending only on the reversal potential.


2021 ◽  
pp. 102900
Author(s):  
Amitkumar R. Patil ◽  
Tukaram D. Dongale ◽  
Rajanish K. Kamat ◽  
Keshav Y. Rajpure

2018 ◽  
Vol 113 (20) ◽  
pp. 203102 ◽  
Author(s):  
Yishu Zhang ◽  
Shuai Zhong ◽  
Li Song ◽  
Xinglong Ji ◽  
Rong Zhao

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