Dopaminin Hareket Baslatimina Etkisine Iliskin Bir Noral Ag Modeli ve FPGA Gerceklenmesi

Ayca Kepce; M. Samet Iris; Neslihan Serap Sengor

doi:10.1109/SIU49456.2020.9302181

Dopaminin Hareket Baslatimina Etkisine Iliskin Bir Noral Ag Modeli ve FPGA Gerceklenmesi

Translated title of the contribution: Neural Network Model for the Role of Dopamine on Action Initiation and Its Realization on FPGA

Ayca Kepce, M. Samet Iris, Neslihan Serap Sengor

Department of Electronics and Communication Engineering

Istanbul Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In order to understand how the neural structures involved in cognitive functions work, various models are developed at various levels. These models help scientists to understand the cognition, give perspective to the current research of neurological diseases and behavioral disorders; besides it become inspirational for designing smart systems. This study focuses on the basal ganglia, which is involved in multiple cognitive processes and can cause neurological dysfunctions in the case of a structural and/or physiological anomaly. A computational model is proposed and mathematical analysis is conducted, aiming to mimic the action initiation process in basal ganglia; in addition to the hardware realization. Different behaviors of the model depending on a parameter related to dopamine are investigated and associated with various neurodegenerative diseases.

Translated title of the contribution	Neural Network Model for the Role of Dopamine on Action Initiation and Its Realization on FPGA
Original language	Turkish
Title of host publication	2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728172064
DOIs	https://doi.org/10.1109/SIU49456.2020.9302181
Publication status	Published - 5 Oct 2020
Event	28th Signal Processing and Communications Applications Conference, SIU 2020 - Gaziantep, Turkey Duration: 5 Oct 2020 → 7 Oct 2020

Publication series

Name	2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings

Conference

Conference	28th Signal Processing and Communications Applications Conference, SIU 2020
Country/Territory	Turkey
City	Gaziantep
Period	5/10/20 → 7/10/20

Bibliographical note

Publisher Copyright:
© 2020 IEEE.

Access to Document

10.1109/SIU49456.2020.9302181

Cite this

Kepce, A., Iris, M. S., & Sengor, N. S. (2020). Dopaminin Hareket Baslatimina Etkisine Iliskin Bir Noral Ag Modeli ve FPGA Gerceklenmesi. In 2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings Article 9302181 (2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU49456.2020.9302181

Kepce, Ayca ; Iris, M. Samet ; Sengor, Neslihan Serap. / Dopaminin Hareket Baslatimina Etkisine Iliskin Bir Noral Ag Modeli ve FPGA Gerceklenmesi. 2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. (2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings).

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abstract = "In order to understand how the neural structures involved in cognitive functions work, various models are developed at various levels. These models help scientists to understand the cognition, give perspective to the current research of neurological diseases and behavioral disorders; besides it become inspirational for designing smart systems. This study focuses on the basal ganglia, which is involved in multiple cognitive processes and can cause neurological dysfunctions in the case of a structural and/or physiological anomaly. A computational model is proposed and mathematical analysis is conducted, aiming to mimic the action initiation process in basal ganglia; in addition to the hardware realization. Different behaviors of the model depending on a parameter related to dopamine are investigated and associated with various neurodegenerative diseases.",

keywords = "FPGA, action initiation, basal ganglia, dopamine, mathematical modeling, neurodegenerative diseases",

author = "Ayca Kepce and Iris, {M. Samet} and Sengor, {Neslihan Serap}",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 28th Signal Processing and Communications Applications Conference, SIU 2020 ; Conference date: 05-10-2020 Through 07-10-2020",

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Kepce, A, Iris, MS & Sengor, NS 2020, Dopaminin Hareket Baslatimina Etkisine Iliskin Bir Noral Ag Modeli ve FPGA Gerceklenmesi. in 2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings., 9302181, 2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 28th Signal Processing and Communications Applications Conference, SIU 2020, Gaziantep, Turkey, 5/10/20. https://doi.org/10.1109/SIU49456.2020.9302181

Dopaminin Hareket Baslatimina Etkisine Iliskin Bir Noral Ag Modeli ve FPGA Gerceklenmesi. / Kepce, Ayca; Iris, M. Samet; Sengor, Neslihan Serap.
2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. 9302181 (2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Dopaminin Hareket Baslatimina Etkisine Iliskin Bir Noral Ag Modeli ve FPGA Gerceklenmesi

AU - Kepce, Ayca

AU - Iris, M. Samet

AU - Sengor, Neslihan Serap

PY - 2020/10/5

Y1 - 2020/10/5

N2 - In order to understand how the neural structures involved in cognitive functions work, various models are developed at various levels. These models help scientists to understand the cognition, give perspective to the current research of neurological diseases and behavioral disorders; besides it become inspirational for designing smart systems. This study focuses on the basal ganglia, which is involved in multiple cognitive processes and can cause neurological dysfunctions in the case of a structural and/or physiological anomaly. A computational model is proposed and mathematical analysis is conducted, aiming to mimic the action initiation process in basal ganglia; in addition to the hardware realization. Different behaviors of the model depending on a parameter related to dopamine are investigated and associated with various neurodegenerative diseases.

AB - In order to understand how the neural structures involved in cognitive functions work, various models are developed at various levels. These models help scientists to understand the cognition, give perspective to the current research of neurological diseases and behavioral disorders; besides it become inspirational for designing smart systems. This study focuses on the basal ganglia, which is involved in multiple cognitive processes and can cause neurological dysfunctions in the case of a structural and/or physiological anomaly. A computational model is proposed and mathematical analysis is conducted, aiming to mimic the action initiation process in basal ganglia; in addition to the hardware realization. Different behaviors of the model depending on a parameter related to dopamine are investigated and associated with various neurodegenerative diseases.

KW - FPGA

KW - action initiation

KW - basal ganglia

KW - dopamine

KW - mathematical modeling

KW - neurodegenerative diseases

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DO - 10.1109/SIU49456.2020.9302181

M3 - Konferans katkısı

AN - SCOPUS:85100287453

T3 - 2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings

BT - 2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 28th Signal Processing and Communications Applications Conference, SIU 2020

Y2 - 5 October 2020 through 7 October 2020

ER -

Kepce A, Iris MS, Sengor NS. Dopaminin Hareket Baslatimina Etkisine Iliskin Bir Noral Ag Modeli ve FPGA Gerceklenmesi. In 2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2020. 9302181. (2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings). doi: 10.1109/SIU49456.2020.9302181

Dopaminin Hareket Baslatimina Etkisine Iliskin Bir Noral Ag Modeli ve FPGA Gerceklenmesi

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