Bilişsel Süreçlerin Modellenmesine Ilişkin Indirgenmiş Bir Yiǧin Modeli

Sevgi Silkin; Sila Köksal; Basak Zeynep Ergüven; Neslihan Serap Şengör

doi:10.1109/SIU59756.2023.10223868

Bilişsel Süreçlerin Modellenmesine Ilişkin Indirgenmiş Bir Yiǧin Modeli

Sevgi Silkin
, Sila Köksal
, Basak Zeynep Ergüven
, Neslihan Serap Şengör

Elektronik ve Hab.Müh.Bölümü

Istanbul Technical University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

Özet

In modeling cognitive process, mass models are utilized to exhibit the behavior of a neuron population. These models are not only used for understanding the neural behavior behind cognitive processes, but also can be exploited in brain- computer interface research and in the study of certain neurological diseases. In this study, a reduced equivalent to the well-known Jansen-Rit mass model which is employed for modeling the cortex is proposed. The proposed model is based on the Wilson-Cowan model. This proposed model demonstrates the ability to obtain frequencies related to brain dynamics, particularly in the context of brain-computer interface studies.

Tercüme edilen katkı başlığı	A Reduced Mass Model for Modeling Cognitive Processes
Orijinal dil	Türkçe
Ana bilgisayar yayını başlığı	31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9798350343557
DOI'lar	https://doi.org/10.1109/SIU59756.2023.10223868
Yayın durumu	Yayınlandı - 2023
Etkinlik	31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 - Istanbul, Turkey Süre: 5 Tem 2023 → 8 Tem 2023

Yayın serisi

Adı	31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023
Ülke/Bölge	Turkey
Şehir	Istanbul
Periyot	5/07/23 → 8/07/23

Bibliyografik not

Publisher Copyright:
© 2023 IEEE.

Keywords

Brain Dynamics
Computational Neuroscience
Jansen-Rit Model
Mass Model
Wilson-Cowan Model

Belgeye Erişim

10.1109/SIU59756.2023.10223868

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Silkin, S., Köksal, S., Ergüven, B. Z., & Şengör, N. S. (2023). Bilişsel Süreçlerin Modellenmesine Ilişkin Indirgenmiş Bir Yiǧin Modeli. In 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 (31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU59756.2023.10223868

Silkin, Sevgi ; Köksal, Sila ; Ergüven, Basak Zeynep et al. / Bilişsel Süreçlerin Modellenmesine Ilişkin Indirgenmiş Bir Yiǧin Modeli. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023).

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title = "Bili{\c s}sel S{\"u}re{\c c}lerin Modellenmesine Ili{\c s}kin Indirgenmi{\c s} Bir Yiǧin Modeli",

abstract = "In modeling cognitive process, mass models are utilized to exhibit the behavior of a neuron population. These models are not only used for understanding the neural behavior behind cognitive processes, but also can be exploited in brain- computer interface research and in the study of certain neurological diseases. In this study, a reduced equivalent to the well-known Jansen-Rit mass model which is employed for modeling the cortex is proposed. The proposed model is based on the Wilson-Cowan model. This proposed model demonstrates the ability to obtain frequencies related to brain dynamics, particularly in the context of brain-computer interface studies.",

keywords = "Brain Dynamics, Computational Neuroscience, Jansen-Rit Model, Mass Model, Wilson-Cowan Model",

author = "Sevgi Silkin and Sila K{\"o}ksal and Erg{\"u}ven, \{Basak Zeynep\} and {\c S}eng{\"o}r, \{Neslihan Serap\}",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023 ; Conference date: 05-07-2023 Through 08-07-2023",

year = "2023",

doi = "10.1109/SIU59756.2023.10223868",

language = "T{\"u}rk{\c c}e",

series = "31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023",

address = "United States",

}

Silkin, S, Köksal, S, Ergüven, BZ & Şengör, NS 2023, Bilişsel Süreçlerin Modellenmesine Ilişkin Indirgenmiş Bir Yiǧin Modeli. in 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023. 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, Institute of Electrical and Electronics Engineers Inc., 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, Istanbul, Turkey, 5/07/23. https://doi.org/10.1109/SIU59756.2023.10223868

Bilişsel Süreçlerin Modellenmesine Ilişkin Indirgenmiş Bir Yiǧin Modeli. / Silkin, Sevgi; Köksal, Sila; Ergüven, Basak Zeynep et al.
31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - Bilişsel Süreçlerin Modellenmesine Ilişkin Indirgenmiş Bir Yiǧin Modeli

AU - Silkin, Sevgi

AU - Köksal, Sila

AU - Ergüven, Basak Zeynep

AU - Şengör, Neslihan Serap

PY - 2023

Y1 - 2023

N2 - In modeling cognitive process, mass models are utilized to exhibit the behavior of a neuron population. These models are not only used for understanding the neural behavior behind cognitive processes, but also can be exploited in brain- computer interface research and in the study of certain neurological diseases. In this study, a reduced equivalent to the well-known Jansen-Rit mass model which is employed for modeling the cortex is proposed. The proposed model is based on the Wilson-Cowan model. This proposed model demonstrates the ability to obtain frequencies related to brain dynamics, particularly in the context of brain-computer interface studies.

AB - In modeling cognitive process, mass models are utilized to exhibit the behavior of a neuron population. These models are not only used for understanding the neural behavior behind cognitive processes, but also can be exploited in brain- computer interface research and in the study of certain neurological diseases. In this study, a reduced equivalent to the well-known Jansen-Rit mass model which is employed for modeling the cortex is proposed. The proposed model is based on the Wilson-Cowan model. This proposed model demonstrates the ability to obtain frequencies related to brain dynamics, particularly in the context of brain-computer interface studies.

KW - Brain Dynamics

KW - Computational Neuroscience

KW - Jansen-Rit Model

KW - Mass Model

KW - Wilson-Cowan Model

UR - https://www.scopus.com/pages/publications/85173545894

U2 - 10.1109/SIU59756.2023.10223868

DO - 10.1109/SIU59756.2023.10223868

M3 - Konferans katkısı

AN - SCOPUS:85173545894

T3 - 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023

BT - 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023

Y2 - 5 July 2023 through 8 July 2023

ER -

Silkin S, Köksal S, Ergüven BZ, Şengör NS. Bilişsel Süreçlerin Modellenmesine Ilişkin Indirgenmiş Bir Yiǧin Modeli. In 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023. Institute of Electrical and Electronics Engineers Inc. 2023. (31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023). doi: 10.1109/SIU59756.2023.10223868

Bilişsel Süreçlerin Modellenmesine Ilişkin Indirgenmiş Bir Yiǧin Modeli

Özet

Yayın serisi

???event.eventtypes.event.conference???

Bibliyografik not

Keywords

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap