Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Modified GRNN based atomic modeling approach for nanoscale devices and TFET implementation

MATERIALS TODAY COMMUNICATIONS, vol.27, pp.1-11, 2021 (Journal Indexed in SCI Expanded)

An ANN-Based Single Calibration Impedance Measurement System for Skin Impedance Range

IEEE Sensors Journal, vol.21, no.3, pp.3776-3783, 2021 (Journal Indexed in SCI Expanded) identifier

Deep Convolutional Generalized Classifier Neural Network

NEURAL PROCESSING LETTERS, vol.51, no.3, pp.2839-2854, 2020 (Journal Indexed in SCI) identifier identifier

Differential convolutional neural network

NEURAL NETWORKS, vol.116, pp.279-287, 2019 (Journal Indexed in SCI) identifier identifier identifier

Q LEARNING REGRESSION NEURAL NETWORK

NEURAL NETWORK WORLD, vol.28, no.5, pp.415-431, 2018 (Journal Indexed in SCI) Creative Commons License identifier identifier

Estimation of daily sunshine duration using support vector machines

INTERNATIONAL JOURNAL OF GREEN ENERGY, vol.14, no.4, pp.430-441, 2017 (Journal Indexed in SCI) identifier identifier

Reducing simulation duration of carbon nanotube using support vector regression method

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.32, no.3, pp.901-907, 2017 (Journal Indexed in SCI) identifier identifier

Artificial neural network approach for atomic coordinate prediction of carbon nanotubes

APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING, vol.122, no.7, 2016 (Journal Indexed in SCI) identifier identifier

One pass learning for generalized classifier neural network

NEURAL NETWORKS, vol.73, pp.70-76, 2016 (Journal Indexed in SCI) identifier identifier identifier

The intelligent memory allocator selector

COMPUTER LANGUAGES SYSTEMS & STRUCTURES, vol.44, pp.342-354, 2015 (Journal Indexed in SCI) identifier identifier

Logarithmic learning for generalized classifier neural network

NEURAL NETWORKS, vol.60, pp.133-140, 2014 (Journal Indexed in SCI) identifier identifier identifier

Accurate SPICE compatible CNT interconnect and CNTFET models for circuit design and simulation

MATHEMATICAL AND COMPUTER MODELLING, vol.58, pp.368-378, 2013 (Journal Indexed in SCI) identifier identifier

Generalized classifier neural network

NEURAL NETWORKS, vol.39, pp.18-26, 2013 (Journal Indexed in SCI) identifier identifier identifier

K nearest neighbor reinforced expectation maximization method

EXPERT SYSTEMS WITH APPLICATIONS, vol.38, no.10, pp.12585-12591, 2011 (Journal Indexed in SCI) identifier identifier

ACCURATE VOLTAGE-DEPENDENT TRANSMISSION LINE MODEL FOR CARBON NANOTUBE INTERCONNECTS AND THE DELAY CALCULATION

JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, vol.25, no.4, pp.553-563, 2011 (Journal Indexed in SCI) identifier identifier

Neural network modeling of voltage-dependent resistance of metallic carbon nanotube interconnects: An ab initio study

EXPERT SYSTEMS WITH APPLICATIONS, vol.37, no.12, pp.8014-8018, 2010 (Journal Indexed in SCI) identifier identifier

A hybrid classification method of k nearest neighbor, Bayesian methods and genetic algorithm

EXPERT SYSTEMS WITH APPLICATIONS, vol.37, no.7, pp.5061-5067, 2010 (Journal Indexed in SCI) identifier identifier

Neural network reinforced point defect concentration estimation model for Czochralski-grown silicon crystals

MATHEMATICAL AND COMPUTER MODELLING, vol.51, pp.857-862, 2010 (Journal Indexed in SCI) identifier identifier

An improved Elmore delay model for VLSI interconnects

MATHEMATICAL AND COMPUTER MODELLING, vol.51, pp.908-914, 2010 (Journal Indexed in SCI) identifier identifier

ELECTRONIC PROPERTIES AND SELF CONSISTENT SIMULATIONS OF CARBON NANOTUBES IN T TRANSISTOR TECHNOLOGY

TRANSISTORS: TYPES, MATERIALS AND APPLICATIONS, pp.35-72, 2010 (Journal Indexed in SCI) identifier

Neural network-based design approach for submicron MOS integrated circuits

MATHEMATICS AND COMPUTERS IN SIMULATION, vol.79, no.4, pp.1126-1136, 2008 (Journal Indexed in SCI) identifier identifier

Neural network based MOS transistor geometry decision for TSMC 0.18 mu process technology

COMPUTATIONAL SCIENCE - ICCS 2006, PT 4, PROCEEDINGS, vol.3994, pp.615-622, 2006 (Journal Indexed in SCI) identifier

Neural network based MOSFET channel length and width decision method for analogue integrated circuits

INTERNATIONAL JOURNAL OF ELECTRONICS, vol.92, no.5, pp.281-293, 2005 (Journal Indexed in SCI) identifier identifier

General design method for complementary pass transistor logic circuits

ELECTRONICS LETTERS, vol.39, no.1, pp.46-48, 2003 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Evaluation of CNT/MOSFET Based Active Electrode with ECG, EMG, and EEG Signals

Çukurova Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, vol.35, no.3, pp.699-709, 2020 (National Refreed University Journal)

Kamera Görüntüsü Tabanlı Kömür Tozu Patlayabilirlik Ölçme Sistemi

ÇUKUROVA ÜNİVERSİTESİ MÜHENDİSLİK MİMARLIK FAKÜLTESİ DERGİSİ, vol.33, no.4, pp.123-132, 2018 (National Refreed University Journal)

PERFORMANCE COMPARISON OF ANFIS, ANN, SVR, CART AND MLR TECHNIQUES FOR GEOMETRY OPTIMIZATION OF CARBON NANOTUBES USING CASTEP

Turkish Journal of Engineering, vol.2, no.3, pp.119-124, 2018 (Other Refereed National Journals)

Performance comparison of different momentum techniques on deep reinforcement learning

Journal of Information and Telecommunication, vol.2, no.2, pp.205-216, 2018 (Refereed Journals of Other Institutions) Creative Commons License

Comparison of Different Deep Structures for Fish Classification

International Journal of Computer Theory and Engineering, vol.9, no.5, pp.362-366, 2017 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

Low Voltage Two Stage CMOS Operational Amplifier Design for Biomedical Applications

656th International Conference On Electrical and Electronics Engineering (ICEEE), Hamburg, Germany, 4 - 05 April 2020, pp.1-7

Image compression with deep autoencoders on bird images

International Conference on Artificial Intelligence towards Industry 4.0, 15 - 17 November 2018

Microfabrication Process Design of Low Voltage Depletion Type N-MOSFET for Biopotential Sensing

5th International Conference on Materials Science and Nanotechnology For Next Generation (MSNG2018), Nevşehir, Turkey, 04 October 2018 - 06 October 2019, pp.117-121

Microfabrication Process Design of Low Voltage Depletion Type N-MOSFET for Biopotential Sensing

5th International Conference on Materials Science and Nanotechnology For Next Generation (MSNG2018), Nevşehir, Turkey, 04 October 2018 - 06 October 2019, pp.117-121

Handwritten Digits Classification with Generalized Classifier Neural Network

Innovations in Intelligent Systems and Applications Conference (ASYU), Adana, Turkey, 4 - 06 October 2018, pp.187-189 identifier identifier

Effect of pre-trained deep neural network usage on performance of image classification

2nd International Mediterranean Science and Engineering Congress (IMSEC 2017), 25 - 27 October 2017

Performance Analysis of Different Convolutional Neural Network Structures on Bird Classification

2nd International Mediterranean Science and Engineering Congress (IMSEC 2017), 25 - 27 October 2017

An ANFIS Model for Geometry Optimization of Single Wall Carbon Nanotubes

International Conference on Advances and Innovations in Engineering, Elazığ, Turkey, 10 - 12 May 2017, pp.1145-1150

Performance Comparision of Different Momentum Techniques on Deep Reinforcement Learning

IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Gdynia, Poland, 3 - 05 July 2017, pp.302-306 identifier identifier

Regresyon Ağacı Yöntemi Kullanılarak Karbon Nanotüp Koordinatlarının İstenen Kiraliteye Göre Belirlenmesi

1st International Mediterranean Science and Engineering Congress (IMSEC 2016), 26 - 28 October 2016

Regresyon ağacı yöntemi kullanılarak karbon nanotüp koordinatlarının istenen kiraliteye göre belirlenmesi

1st International Mediterranean Science and Engineering Congress, 26 - 28 August 2016

Artificial Neural Network-based Universal Solution of the Readers and Writers Problem

International Symposium on Innovations in Intelligent Systems and Applications, 21 - 24 June 2010

Artificial Neural Network-based Solution of the Dining Philosophers Problem

International Symposium on Innovations in Intelligent Systems and Applications, 21 - 24 June 2010

Cellular Neural Networks Based Face Detection Utilizing Graphical Processor

International Symposium on Innovations in Intelligent SysTems and Applications (INISTA 2010), 21 - 24 June 2010

A hybrid classification method of K nearest neighbor, bayesian methods and genetic algorithm

Proceedings of International Symposium on Innovations in Intelligent Systems and Applications, INISTA 2009, Trabzon, Turkey, 01 January 2009, pp.337-341

Yapay Sinir Ağı ile Kapasitif MEMS İvme Ölçerin Rezonans Frekansının Kestirimi

Elektrik-Elektronik Bilgisayar Mühendisliği Sempozyumu ELECO’2008, Turkey, 26 - 29 November 2008, pp.87-90

Kazancı Sayısal Olarak Ayarlanabilir Akım Kuvvetlendiricisi Tasarımı ve Bandgeçiren Süzgeç Uygulaması

Elektrik-Elektronik Bilgisayar Mühendisliği Sempozyumu ELECO’2008, Turkey, 26 - 29 November 2008, pp.38-42

Sayısal İşaret İşleme Mikrodenetleyicisi Tabanlı Ethernet Üzerinden Veri Aktarım İstasyonu Uygulaması

Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi 30.Yıl Sempozyumu, Turkey, 16 - 18 October 2008, pp.254-258

Sayısal Olarak Kazancı Ayarlanabilen Bir Akım Kuvvetlendiricisi Tasarımı

Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi 30.Yıl Sempozyumu, Turkey, 16 - 18 October 2008, pp.264-268

Kestirim En Iyileme Yöntemiyle Siniflamada K En Yakin Komsu Algoritmasinin Ön Isleme Metodu Olarak Kullanilmasi

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Turkey, 1 - 03 October 2008, pp.87

Minix işletim sistemi üzarinde kullanıcı düzeyinde semafor gerçeklemesi

Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi 30.yıl sempozyumu, Turkey, 5 - 08 October 2008

Göğüs Kanseri Teşhisinde Gelişmiş Bir Kestirim En İyileme Yaklaşımı

Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi 30.yıl sempozyumu, Turkey, 1 - 03 September 2008, pp.42

Utilization of KNN algorithm for expectation maximization based classification method

IS2008, IEEE Conference on Intelligent Systems, 6 - 08 September 2008

Göğüs kanseri teşhisinde gelişmiş bir kestirim en iyileme yaklaşımı

Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi 30.yıl sempozyumu, Adana, Turkey, 01 April 2008, pp.42-44

Kestirim en iyileme yöntemiyle sınıflamada K-en yakın komşu algoritmasının ön işleme metodu olarak kullanılması

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Isparta, Turkey, 01 March 2008, pp.87-90

Utilization of KNN algorithm for expectation maximization based classification method

IS?2008, IEEE Conference on Intelligent Systems, Varna, Bulgaria, 01 January 2008, vol.19, pp.14-16

An Operational Transconductance Amplifier with 45nm FINFET Technology

International Symposium on Electrical and Electronics Engineering ELECO 2007, Bursa, Turkey, 5 - 09 December 2007

Bir yerel alan ağı tasarımı ve similasyonu

III. İletişim Teknolojileri Ulusal Sempozyumu, Turkey, 18 - 19 October 2007

Windows İşletim Sistemi Üzerinde FIFO Proses Yönetimi İçin Yazılım Geliştirilmesi

III. İletişim Teknolojileri Ulusal Sempozyumu, Adana, Turkey, 18 - 19 October 2007

Windows İşletim Sisteminde Esnek Zaman Paylaşımlı Proses Yönetimi Gerçeklemesi

III. İletişim Teknolojileri Ulusal Sempozyumu, Adana, Turkey, 18 - 19 October 2007

Yüzen Geçit MOS Transistorlarda Parametrik Saçılma Analizi

Elektrik-Elektronik Bilgisayar Mühendisliği Sempozyumu ELECO’2006, Turkey, 6 - 09 December 2006, pp.55-59

Neural network based MOS transistor geometry decision for TSMC 0.18u process technology

ICCS 2006, International Conference on Computational Science, 28 - 31 May 2006

An introduction to Avci-Yildirim Neural Networks

NEU-CEE 2004 2nd International Symposium on Electrical and Computer Engineering, 11 - 13 March 2004

Neural network based transistor modeling and aspect ratio estimation for Yital 1.5 micron process

International Conference on Electrical and Electronics Engineering ELECO 2003, 3 - 07 December 2003

Floating gate MOS transistor based low voltage neuron design and XOR problem implementation

Third International Conference on Electrical and Electronics Engineering ELECO’2003, 3 - 07 December 2003

A coding method for 123 decision diagram pass transistor logic circuit synthesis

IEEE International Symposium on Circuits and Systems Proceedings (ISCAS 2003), 25 - 28 May 2003 identifier

Classification of Eschericia Coli Bacteria by Artificial Neural Networks

IS 2002 IEEE International Symposium on Intelligent Systems, 10 - 12 September 2002

Mikrodenetleyici Tabanlı Başarımsal Yaklaşım Metodlu Sekiz Kanal Analogtan Sayısala Dönüştürücü Tasarımı ve Gerçekleştirilmesi

Elektrik-Elektronik Bilgisayar Mühendisliği Sempozyumu ELECO’2000, Turkey, 8 - 12 November 2000, pp.379-383

Books & Book Chapters

Case Study: Deep Convolutional Networks in Healthcare

in: Development and Analysis of Deep Learning Architectures, Pedrycz Witold,Chen Shyi-Ming, Editor, Springer, London/Berlin , Zug, pp.61-89, 2020

ELECTRONIC PROPERTIES AND SELF CONSISTENT SIMULATIONS OF CARBON NANOTUBES IN TRANSISTOR TECHNOLOGY

in: Transistors: Types, Materials, and Applications, Benjamin M. Fitzgerald, Editor, Nova Science Publishers, Hauppage Ny, pp.35-72, 2011