A conic section function network synapse and neuron implementation in VLSI hardware. - Tülay Yildirim; John S. Marsland (ICNN, 1996)

Improved backpropagation training algorithm using conic section functions. - Tülay Yildirim; John S. Marsland (ICNN, 1997)

A unified framework for connectionist models. - Tülay Yildirim; John S. Marsland (NCPW, 1997)

EMG signal classification using conic section function neural networks. - Lale Özyilmaz; Tulay Yildirim; Huseyin Seker (IJCNN, 1999)

Modelling of active microwave transistors using artificial neural networks. - Tulay Yildirim; Hamid Torpi; Lale Özyilmaz (IJCNN, 1999)

Sensitivity Analysis for Conic Section Function Neural Networks. - Lale Özyilmaz; Tülay Yildirim (IJCNN (4), 2000)

Optimization of the Deflection Basin by Genetic Algorithm and Neural Network Approach. - Serdal Terzi; Mehmet Saltan; Tülay Yildirim (ICANN, 2003)

The effects of training algorithms in MLP network on image classification. - Nihan Coskun; Tulay Yildirim (IJCNN, 2003)

Artificial neural networks for diagnosis of hepatitis disease. - Lale Özyilmaz; Tulay Yildirim (IJCNN, 2003)

A coding method for 123 decision diagram pass transistor logic circuit synthesis. - Mutlu Avci; Tülay Yildirim (ISCAS (5), 2003)

ROC Analysis for Fetal Hypoxia Problem by Artificial Neural Networks. - Lale Özyilmaz; Tülay Yildirim (ICAISC, 2004)

Active Learning for Probabilistic Neural Networks. - Bülent Bolat; Tülay Yildirim (ICNC (1), 2005)

Signature Verification Using Conic Section Function Neural Network. - Canan Senol; Tülay Yildirim (ISCIS, 2005)

ROC Analysis as a Useful Tool for Performance Evaluation of Artificial Neural Networks. - Fikret Tokan; Nurhan Türker; Tülay Yildirim (ICANN (2), 2006)

Neural Network Based MOS Transistor Geometry Decision for TSMC 0.18µ Process Technology. - Mutlu Avci; Tülay Yildirim (International Conference on Computational Science (4), 2006)

A Comparative Study on Computerised Diagnostic Performance of Hepatitis Disease Using ANNs. - Revna Acar Vural; Lale Özyilmaz; Tülay Yildirim (ICIC (2), 2006)

Genetic Optimizations for Radial Basis Function and General Regression Neural Networks. - Gül Yazici; Övünç Polat; Tülay Yildirim (MICAI, 2006)

Obtaining decision boundaries of CSFNN neurons using current mode analog circuitry. - Burcu Erkmen; Tulay Yildirim (ECCTD, 2007)

Recognition of Patterns Without Feature Extraction by GRNN. - Övünç Polat; Tülay Yildirim (ICANNGA (2), 2007)

CSFNN Synapse and Neuron Design Using Current Mode Analog Circuitry. - Burcu Erkmen; Tülay Yildirim (KES (1), 2007)

Improving classification performance of sonar targets by applying general regression neural network with PCA. - Burcu Erkmen; Tülay Yildirim (Expert Syst. Appl., 2008)

Hand geometry identification without feature extraction by general regression neural network. - Övünç Polat; Tülay Yildirim (Expert Syst. Appl., 2008)

Genetic optimization of GRNN for pattern recognition without feature extraction. - Övünç Polat; Tülay Yildirim (Expert Syst. Appl., 2008)

Unsupervised classification of hyperspectral-image data using fuzzy approaches that spatially exploit membership relations. - Gökhan Bilgin; Sarp Ertürk; Tülay Yildirim (IEEE Geosci. Remote. Sens. Lett., 2008)

Technology independent circuit sizing for standard cell based design using neural networks. - Nihan Kahraman; Tülay Yildirim (Digit. Signal Process., 2009)

Prediction of Force Measurements of a Microbend Sensor Based on an Artificial Neural Network. - Hasan Seckin Efendioglu; Tulay Yildirim; Kemal M. Fidanboylu (Sensors, 2009)

Use of Artificial Neural Networks for improving fiber optic microbend sensor performance. - Hasan Seckin Efendioglu; Tulay Yildirim; Kemal M. Fidanboylu (IJCNN, 2010)

FPGA implementation of a General Regression Neural Network: An embedded pattern classification system. - Övünç Polat; Tülay Yildirim (Digit. Signal Process., 2010)

Particle swarm optimization based inverter design considering transient performance. - Revna Acar Vural; Ozan Der; Tülay Yildirim (Digit. Signal Process., 2010)

Fuzzy-neural networks for medical diagnosis. - Canan Senol; Tülay Yildirim (Int. J. Reason. based Intell. Syst., 2010)

Conic section function neural network circuitry for offline signature recognition. - Burcu Erkmen; Nihan Kahraman; Revna Acar Vural; Tülay Yildirim (IEEE Trans. Neural Networks, 2010)

Investigation of particle swarm optimization for switching characterization of inverter design. - Revna Acar Vural; Ozan Der; Tülay Yildirim (Expert Syst. Appl., 2011)

Segmentation of Hyperspectral Images via Subtractive Clustering and Cluster Validation Using One-Class Support Vector Machines. - Gökhan Bilgin; Sarp Ertürk; Tülay Yildirim (IEEE Trans. Geosci. Remote. Sens., 2011)

An edge detection technique using hybrid Ant Colony Optimization-genetic algorithm. - Taylan Ozgur Gulum; Ahmet Yasin Erdogan; Tulay Yildirim (SIU, 2012)

Performance Evaluation of Evolutionary Algorithms for Optimal Filter Design. - Revna Acar Vural; Tülay Yildirim; Tevfik Kadioglu; Aysen Basargan (IEEE Trans. Evol. Comput., 2012)

Defining the effective threshold using modified wigner-hough transform in FMCW-signal detection. - Ahmet Yasin Erdogan; Taylan O. Gulum; Lutfiye Durak-Ata; Tulay Yildirim; Phillip E. Pace (SIU, 2013)

Neural network based footprint identification without feature extraction. - Onur Can Kurban; Tulay Yildirim; Emrah Basaran (SIU, 2013)

A Mixed Mode Neural Network Circuitry for Object Recognition Application. - Burcu Erkmen; Revna Acar Vural; Nihan Kahraman; Tülay Yildirim (Circuits Syst. Signal Process., 2013)

Digital chirp rate adaptation for optimum FMCW interception using Wigner-Hough transform. - Ahmet Yasin Erdogan; Taylan O. Gulum; Lutfiye Durak-Ata; Tulay Yildirim (SIU, 2014)

Neural network based daily activity recognition without feature extraction. - Onur Can Kurban; Tulay Yildirim (SIU, 2014)

Classification of normal and abnormal lung sounds using wavelet coefficients. - Sinem Uysal; Husamettin Uysal; Bülent Bolat; Tulay Yildirim (SIU, 2014)

Improving Wigner-Hough Transform for hardware implementation to intercept LFMCW signals. - Kani K. Guner; Burcu Erkmen; Taylan O. Gulum; Ahmet Yasin Erdogan; Tulay Yildirim; Lutfiye Durak-Ata (SIU, 2015)

Neural network based wrist vein identification using ordinary camera. - Onur Can Kurban; Özden Niyaz; Tulay Yildirim (INISTA, 2016)

Implementation aspects of Wigner-Hough Transform based detectors for LFMCW signals. - Kani K. Guner; Burcu Erkmen; Taylan O. Gulum; Ahmet Yasin Erdogan; Tülay Yildirim; Lutfiye Durak-Ata (TSP, 2016)

Preface. - Piotr Jedrzejowicz; Tulay Yildirim; Ireneusz Czarnowski (INISTA, 2017)

A multi-biometric recognition system based on deep features of face and gesture energy image. - Onur Can Kurban; Tulay Yildirim; Ahmet Bilgic (INISTA, 2017)

Face recognition classifier based on dimension reduction in deep learning properties. - Ahmet Bilgic; Onur Can Kurban; Tülay Yildirim (SIU, 2017)

Signature recognition application based on deep learning. - Nurullah Çalik; Onur Can Kurban; Ali Riza Yilmaz; Lutfiye Durak-Ata; Tülay Yildirim (SIU, 2017)

Special issue on artificial intelligence in modeling and simulation. - Tülay Yildirim; Giancarlo Fortino (Simul., 2017)

FMCW Signal Detection and Parameter Extraction by Cross Wigner-Hough Transform. - Ahmet Yasin Erdogan; Taylan O. Gulum; Lutfiye Durak-Ata; Tulay Yildirim; Phillip E. Pace (IEEE Trans. Aerosp. Electron. Syst., 2017)

Enhanced LPI Waveform Representation by Ambiguity-Domain Elliptical Gaussian Filtering. - Taylan O. Gulum; Ahmet Yasin Erdogan; Lutfiye Durak-Ata; Tulay Yildirim; Phillip E. Pace (IEEE Trans. Aerosp. Electron. Syst., 2017)

Speaker Dependent Voice Controlled Robotic Arm. - Doga Akcinar; Mustafa Kemal Ariturk; Tülay Yildirim (INISTA, 2018)

An Optimized Clustering Approach for Tumor Segmentation Using Local Difference of Intensity Level in MR Brain Images. - Zahraa A. Al-Saffar; Tülay Yildirim (INISTA, 2018)

Motion-Controlled Virtual Reality Robotic Arm With Kinect. - Tugberk Demir; Ugur Mutlu; Tülay Yildirim (INISTA, 2018)

Recognition of sign language using capsule networks. - Fuat Beser; Merve Ayyuce Kizrak; Bülent Bolat; Tulay Yildirim (SIU, 2018)

Overcoming "Big Data" Barriers in Machine Learning Techniques for the Real-Life Applications. - Ireneusz Czarnowski; Piotr Jedrzejowicz; Kuo-Ming Chao; Tülay Yildirim (Complex., 2018)

Improving Turkish Telephone Speech Recognition with Data Augmentation and Out of Domain Data. - Zeynep Gülhan Uslu; Tülay Yildirim (SSD, 2019)

Offline Signature Identification and Verification Using Capsule Network. - Dilara Gumusbas; Tulay Yildirim (INISTA, 2019)

Adversarial Nuclei Segmentation on H&E Stained Histopathology Images. - Onur Can Koyun; Tülay Yildirim (INISTA, 2019)

Capsule Network for Finger-Vein-based Biometric Identification. - Dilara Gumusbas; Tulay Yildirim; Mustafa Kocakulak; Nurettin Acir (SSCI, 2019)

Large-scale offline signature recognition via deep neural networks and feature embedding. - Nurullah Çalik; Onur Can Kurban; Ali Riza Yilmaz; Tülay Yildirim; Lütfiye Durak Ata (Neurocomputing, 2019)

Split Feature Model For Adversarial Condition. - Ibrahim Karsu; Tülay Yildirim (INISTA, 2020)

Differential Privacy Practice on Diagnosis of COVID-19 Radiology Imaging Using EfficientNet. - Zümrüt Müftüoglu; Merve Ayyüce Kizrak; Tülay Yildirim (INISTA, 2020)

A Novel Approach to Improving Brain Image Classification Using Mutual Information-Accelerated Singular Value Decomposition. - Zahraa A. Al-Saffar; Tülay Yildirim (IEEE Access, 2020)

Consolidated or individual training: Which one is better for blood glucose prediction? - Hatice Vildan Dudukcu; Murat Taskiran; Tülay Yildirim (INISTA, 2021)

A hybrid approach based on multiple Eigenvalues selection (MES) for the automated grading of a brain tumor using MRI. - Zahraa A. Al-Saffar; Tülay Yildirim (Comput. Methods Programs Biomed., 2021)

A Comprehensive Survey of Databases and Deep Learning Methods for Cybersecurity and Intrusion Detection Systems. - Dilara Gumusbas; Tulay Yildirim; Angelo Genovese; Fabio Scotti (IEEE Syst. J., 2021)

Advances on innovative issues in intelligent systems and applications. - Tulay Yildirim; Mirjana Ivanovic; Ladjel Bellatreche (Concurr. Comput. Pract. Exp., 2022)

Human and action recognition using adaptive energy images. - Onur Can Kurban; Nurullah Çalik; Tülay Yildirim (Pattern Recognit., 2022)

Temporal Convolutional Networks with RNN approach for chaotic time series prediction. - Hatice Vildan Dudukcu; Murat Taskiran; Zehra Gülru Çam Taskiran; Tulay Yildirim (Appl. Soft Comput., 2023)

Double skew cyclic codes over Fq+vFq. - Ashutosh Singh; Tulay Yildirim; Om Prakash 004 (CoRR, 2024)

Conducted Emission signal-based identification and real-time hardware security with deep learning. - Furkan Hasan Sakaci; Tülay Yildirim (Eng. Appl. Artif. Intell., 2024)

A comparative analysis of multi-biometrics performance in human and action recognition using silhouette thermal-face and skeletal data. - Onur Can Kurban; Tülay Yildirim (Neural Networks, 2024)