Chaotic artificial neural system and its control

T Saito; K Jinno; H Torikai; Kenya JINNO

doi:10.1080/00207219508926313

Chaotic artificial neural system and its control

T Saito, K Jinno, H Torikai, Kenya JINNO

Department of Intelligent Systems

Research output: Contribution to journal › Misc

Abstract

This paper discusses control of chaos from an artificial neural cell. The cell is piecewise linear and includes bipolar hysteresis. A periodic stimulation switches the action potential represented by oscillation frequency and causes chaotic response. Using a mapping procedure, we can prove chaos generation and calculate the initial point of unstable periodic orbits (UPO) embedded in chaos. Then we can stabilize the desired UPO by using a modified occasional proportional feedback (OPF) which is applied only if the stale is in a linear region and must stabilize the desired UPO in a theoretical sense. This OPF function is verified by laboratory experiments.

Translated title of the contribution	Chaotic artificial neural system and its control
Original language	American English
Pages (from-to)	797 - 806
Journal	International Journal of Electronics
Volume	79
Issue number	6
DOIs	https://doi.org/10.1080/00207219508926313
State	Published - Dec 1995

Access to Document

10.1080/00207219508926313

Cite this

@article{123bbc23109a423b92e501cda3985727,

title = "Chaotic artificial neural system and its control",

abstract = "This paper discusses control of chaos from an artificial neural cell. The cell is piecewise linear and includes bipolar hysteresis. A periodic stimulation switches the action potential represented by oscillation frequency and causes chaotic response. Using a mapping procedure, we can prove chaos generation and calculate the initial point of unstable periodic orbits (UPO) embedded in chaos. Then we can stabilize the desired UPO by using a modified occasional proportional feedback (OPF) which is applied only if the stale is in a linear region and must stabilize the desired UPO in a theoretical sense. This OPF function is verified by laboratory experiments.",

author = "\{T Saito\} and \{K Jinno\} and \{H Torikai\} and Kenya JINNO",

year = "1995",

month = dec,

doi = "10.1080/00207219508926313",

language = "American English",

volume = "79",

pages = "797 -- 806",

journal = "International Journal of Electronics",

issn = "0020-7217",

publisher = "Taylor and Francis Ltd.",

number = "6",

}

TY - JOUR

T1 - Chaotic artificial neural system and its control

AU - T Saito, null

AU - K Jinno, null

AU - H Torikai, null

AU - JINNO, Kenya

PY - 1995/12

Y1 - 1995/12

N2 - This paper discusses control of chaos from an artificial neural cell. The cell is piecewise linear and includes bipolar hysteresis. A periodic stimulation switches the action potential represented by oscillation frequency and causes chaotic response. Using a mapping procedure, we can prove chaos generation and calculate the initial point of unstable periodic orbits (UPO) embedded in chaos. Then we can stabilize the desired UPO by using a modified occasional proportional feedback (OPF) which is applied only if the stale is in a linear region and must stabilize the desired UPO in a theoretical sense. This OPF function is verified by laboratory experiments.

AB - This paper discusses control of chaos from an artificial neural cell. The cell is piecewise linear and includes bipolar hysteresis. A periodic stimulation switches the action potential represented by oscillation frequency and causes chaotic response. Using a mapping procedure, we can prove chaos generation and calculate the initial point of unstable periodic orbits (UPO) embedded in chaos. Then we can stabilize the desired UPO by using a modified occasional proportional feedback (OPF) which is applied only if the stale is in a linear region and must stabilize the desired UPO in a theoretical sense. This OPF function is verified by laboratory experiments.

U2 - 10.1080/00207219508926313

DO - 10.1080/00207219508926313

M3 - Misc

SN - 0020-7217

VL - 79

SP - 797

EP - 806

JO - International Journal of Electronics

JF - International Journal of Electronics

IS - 6

ER -

Chaotic artificial neural system and its control

Abstract

Access to Document

Fingerprint

Cite this