pyNeuroSim: Another Python-Based Neuron Simulator

  • Eser Sahibi Ülkü Şen
  • Tez Danışmanı Yalçın İŞLER
  • Tür Yüksek Lisans
  • Yayın Tarihi 2024
  • Yayıncı İzmir Katip Çelebi Üniversitesi Fen Bilimleri Enstitüsü
  • Tek Biçim Adres https://hdl.handle.net/11469/4090
  • Konu Başlıkları Sinaptik iletim
    Python

Mathematical models have been devised to comprehend and scrutinize biological neurons' structure and behavioural patterns. In order to assist in the utilization and visualization of these mathematical models for computations, simulations have been designed. In this thesis study, a simulator has been developed to be educational and to require no coding skills. It is intended to have a simple, understandable, and straightforward interface. This simulator includes simple interface pages where users can manually input parameters to be used in the models, and it also includes readymade experiments that serve as examples. Users can then observe the same experiments by changing the initial values. First examples include three separate experiments under the injected current experiment. These are the generation of action potentials as the first, increasing the length of the active region to induce inhibition as the second, and re-establishing action potentials by increasing the injected current, which was inhibited in the second experiment, as the third. Other examples allow for the re-examination of all samples under synaptic transmission at the neuromuscular junction. In addition, it includes an option to simulate temperature changes.

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12 Temmuz 2024 11:44
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Detaylı Görünüm
Eser Adı
(dc.title)
pyNeuroSim: Another Python-Based Neuron Simulator
Eser Sahibi
(dc.contributor.author)
Ülkü Şen
Tez Danışmanı
(dc.contributor.advisor)
Yalçın İŞLER
Yayıncı
(dc.publisher)
İzmir Katip Çelebi Üniversitesi Fen Bilimleri Enstitüsü
Tür
(dc.type)
Yüksek Lisans
Özet
(dc.description.abstract)
Mathematical models have been devised to comprehend and scrutinize biological neurons' structure and behavioural patterns. In order to assist in the utilization and visualization of these mathematical models for computations, simulations have been designed. In this thesis study, a simulator has been developed to be educational and to require no coding skills. It is intended to have a simple, understandable, and straightforward interface. This simulator includes simple interface pages where users can manually input parameters to be used in the models, and it also includes readymade experiments that serve as examples. Users can then observe the same experiments by changing the initial values. First examples include three separate experiments under the injected current experiment. These are the generation of action potentials as the first, increasing the length of the active region to induce inhibition as the second, and re-establishing action potentials by increasing the injected current, which was inhibited in the second experiment, as the third. Other examples allow for the re-examination of all samples under synaptic transmission at the neuromuscular junction. In addition, it includes an option to simulate temperature changes.
Kayıt Giriş Tarihi
(dc.date.accessioned)
2024-07-02
Açık Erişim Tarihi
(dc.date.available)
2025-01-02
Yayın Tarihi
(dc.date.issued)
2024
Yayın Dili
(dc.language.iso)
eng
Konu Başlıkları
(dc.subject)
Sinaptik iletim
Konu Başlıkları
(dc.subject)
Python
Tek Biçim Adres
(dc.identifier.uri)
https://hdl.handle.net/11469/4090
Analizler
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6698 sayılı Kişisel Verilerin Korunması Kanunu kapsamında yükümlülüklerimiz ve çerez politikamız hakkında bilgi sahibi olmak için alttaki bağlantıyı kullanabilirsiniz.

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