Statistical moments of the interspike intervals for a neuron model driven by trichotomous noise

2021 ◽  
Vol 103 (6) ◽  
Author(s):  
Romi Mankin ◽  
Astrid Rekker ◽  
Sander Paekivi
Keyword(s):  
Neuron Model ◽  
Statistical Moments ◽  
Interspike Intervals ◽  
Model Driven ◽  
Trichotomous Noise

SYNCHRONIZATION AND DECODING INTERSPIKE INTERVALS

2002 ◽  
Vol 12 (05) ◽  
pp. 983-999 ◽  
Author(s):  
SEUNG KEE HAN ◽  
WON SUP KIM ◽  
HYUNGTAE KOOK
Keyword(s):  
Prediction Error ◽  
Neuron Model ◽  
Estimation Error ◽  
Temporal Coding ◽  
Reconstruction Method ◽  
Interspike Intervals ◽  
Model Driven ◽  
Attractor Reconstruction ◽  
Parameter Values ◽  
Deterministic Structures

Decoding of a sequence of interspike intervals (ISIs) of a neuron model driven by a chaotic stimulus is performed based on the attractor reconstruction method. As stimulus strength increases, both the stimulus estimation error and the prediction error in predicting stimulus crosswise by exploiting ISIs information tend to decrease with transitional drops at certain parameter values. It is analyzed that such behaviors are well explained in the context of synchronization between two chaotic patterns of stimulus and ISI sequence. The result implies that a new scheme of temporal coding at low firing rate regime can be achieved which exploits the preservation of nonlinear deterministic structures in stimulus.

Statistics of a neuron model driven by asymmetric colored noise

2015 ◽  
Vol 91 (2) ◽  
Author(s):  
Finn Müller-Hansen ◽  
Felix Droste ◽  
Benjamin Lindner
Keyword(s):  
Neuron Model ◽  
Colored Noise ◽  
Model Driven

Dynamical analysis of Josephson junction neuron model driven by a thermal signal and its digital implementation based on microcontroller

2021 ◽  
Vol 94 (12) ◽  
Author(s):  
Noel Freddy Fotie Foka ◽  
Balamurali Ramakrishnan ◽  
André Rodrigue Tchamda ◽  
Sifeu Takougang Kingni ◽  
Karthikeyan Rajagopal ◽  
...  
Keyword(s):  
Josephson Junction ◽  
Neuron Model ◽  
Dynamical Analysis ◽  
Digital Implementation ◽  
Model Driven ◽  
Thermal Signal
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