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  1. Deep learning classification of EEG-based BCI monitoring of the attempted arm and hand movements

    Article • Biomedical Engineering / Biomedizinische Technik, June 2024, De Gruyter

    Dr Caglar Uyulan

  2. Backstepping Control Design in Conjunction with an EKF-based Sensorless Field-Oriented Control of an IPMSM

    Article • Qeios, May 2024, Qeios Ltd

    Dr Caglar Uyulan

  3. Robust passivity-based nonlinear controller design for bilateral teleoperation system under variable time delay and variable load disturbance

    Article • Nonlinear Engineering, January 2024, De Gruyter

    Dr Caglar Uyulan

  4. Efficient Computation of Lyapunov Functions Using Deep Neural Networks for the Assessment of Stability in Controller Design

    Article • December 2023, Springer Science + Business Media

    Dr Caglar Uyulan

  5. Robust Passivity-based Nonlinear Controller Design for Bilateral Teleoperation System under Variable Time Delay and Variable Load Disturbance

    Article • July 2023, Springer Science + Business Media

    Dr Caglar Uyulan

  6. Classification of the Attempted Arm and Hand Movements of Patients with Spinal Cord Injury Using Deep Learning Approach

    Article • July 2023, Cold Spring Harbor Laboratory Press

    Dr Caglar Uyulan

  7. Sliding Mode-based Traction Control System Design for Electric Scooter BLDCM through Field-Oriented Vector Control Approach

    Article • Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi, May 2023, Deu Muhendislik Fakultesi Fen ve Muhendislik

    Dr Caglar Uyulan

  8. Classification of the Central Effects of Transcutaneous Electroacupuncture Stimulation (TEAS) at Different Frequencies: A Deep Learning Approach Using Wavelet Packet Decomposition with an Entropy Estimator

    Article • Applied Sciences, February 2023, MDPI AG

    Dr Caglar Uyulan

  9. EEG-induced Fear-type Emotion Classification Through Wavelet Packet Decomposition, Wavelet Entropy, and SVM

    Article • Hittite Journal of Science & Engineering, December 2022, Journal of Divinity Faculty, Hitit University

    Dr Caglar Uyulan

  10. Design of MEG-Based Brain-Machine Interface Control Methodology Through Time-Varying Cortical Neural Connectivity & Extreme Learning Machine

    Article • December 2022, Cold Spring Harbor Laboratory Press

    Dr Caglar Uyulan

  11. The Deep Learning Method Differentiates Patients with Bipolar Disorder from Controls with High Accuracy Using EEG Data

    Article • Clinical EEG and Neuroscience, November 2022, SAGE Publications

    Dr Caglar Uyulan

  12. Backstepping Control Design in Conjunction with an EKF-based Sensorless Field-Oriented Control of an IPMSM

    Article • October 2022, MDPI AG

    Dr Caglar Uyulan

  13. Sliding Mode-based Traction Control System Design for Electric Scooter BLDCM through Field-Oriented Vector Control Approach

    Article • October 2022, MDPI AG

    Dr Caglar Uyulan

  14. O001 / #892 A DEEP LEARNING APPROACH TO EVALUATING SEX DIFFERENCES IN ANTIDEPRESSANT RESPONSE TO NEUROMODULATION USING EEG IN MAJOR DEPRESSIVE DISORDER

    Article • Neuromodulation Technology at the Neural Interface, October 2022, Elsevier

    Dr Caglar Uyulan

  15. A Class Activation Map-Based Interpretable Transfer Learning Model for Automated Detection of ADHD from fMRI Data

    Article • Clinical EEG and Neuroscience, September 2022, SAGE Publications

    Dr Caglar Uyulan

  16. Detection of EEG Patterns for Induced Fear Emotion State via EMOTIV EEG Testbench

    Article • Natural and Engineering Sciences, August 2022, Natural and Engineering Sciences

    Dr Caglar Uyulan

  17. Sex differences in rTMS treatment response: A deep learning‐based EEG investigation

    Article • Brain and Behavior, July 2022, Wiley

    Dr Caglar Uyulan

  18. ID:15886 Deep Learning Approach to Evaluate Sex Differences in Response to Neuromodulation in Major Depressive Disorder

    Article • Neuromodulation Technology at the Neural Interface, June 2022, Elsevier

    Dr Caglar Uyulan

  19. Diagnostic Performance of Machine Learning Models Based on <sup>18</sup>F-FDG PET/CT Radiomic Features in the Classification of Solitary Pulmonary Nodules

    Article • Molecular Imaging and Radionuclide Therapy, June 2022, Journal of Clinical Research of Pediatric Endocrinology

    Dr Caglar Uyulan

  20. Analysis of an e-scooter and rider system dynamic response to curb traversing through physics-informed machine learning methods

    Article • Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering, May 2022, SAGE Publications

    Dr Caglar Uyulan

  21. Prediction of Long-term Prognosis of Children with Attention-deficit/Hyperactivity Disorder in Conjunction with Deep Neural Network Regression

    Article • Psychiatry and Behavioral Sciences, January 2022, ScopeMed International Medical Journal Management and Indexing System

    Dr Caglar Uyulan

  22. Design and Stability Analysis of a Robust-Adaptive Sliding Mode Control Applied on a Robot Arm with Flexible Links

    Article • Vibration, December 2021, MDPI AG

    Dr Caglar Uyulan

  23. A deep learning approach to evaluating sex differences in antidepressant response to neuromodulation using EEG in major depressive disorder

    Article • Brain Stimulation, November 2021, Elsevier

    Dr Caglar Uyulan

  24. Design and Stability Analysis of a Robust-Adaptive Sliding Mode Control Applied on a Robot Arm with Flexible Links

    Article • August 2021, MDPI AG

    Dr Caglar Uyulan

  25. Watt Six-Bar Compliant Mechanism Analysis Based on Kinematic and Dynamic Responses

    Article • July 2021, Izmir UOD

    Dr Caglar Uyulan

  26. Depression Diagnosis Modeling With Advanced Computational Methods: Frequency-Domain eMVAR and Deep Learning

    Article • Clinical EEG and Neuroscience, June 2021, SAGE Publications

    Dr Caglar Uyulan

  27. Investigating Bio-interface Effects of Chronic ELF-MF Exposure before and after Neonatal Life on Rat Offspring Using Spectroscopy and Biochemical Assays

    Article • Biointerface Research in Applied Chemistry, April 2021, AMG Transcend Association

    Dr Caglar Uyulan

  28. Development of LSTM&CNN based hybrid deep learning model to classify motor imagery tasks

    Article • Communications in Mathematical Biology and Neuroscience, January 2021, SCIK Publishing Corporation

    Dr Caglar Uyulan

  29. Prediction of the Development of Depression and Post-traumatic Stress Disorder in Sexually Abused Children using a Random Forest Classifier

    Article • Journal of Affective Disorders, October 2020, Elsevier

    Dr Caglar Uyulan

  30. Development of LSTM&CNN Based Hybrid Deep Learning Model to Classify Motor Imagery Tasks

    Article • September 2020, Cold Spring Harbor Laboratory Press

    Dr Caglar Uyulan

  31. Optimization of radial inflow wind turbines for urban wind energy harvesting

    Article • Proceedings of the Institution of Civil Engineers - Energy, July 2020, Elsevier

    Dr Caglar Uyulan

  32. Major Depressive Disorder Classification Based on Different Convolutional Neural Network Models: Deep Learning Approach

    Article • Clinical EEG and Neuroscience, June 2020, SAGE Publications

    Dr Caglar Uyulan

  33. Entropy: A Promising EEG Biomarker Dichotomizing Subjects With Opioid Use Disorder and Healthy Controls

    Article • Clinical EEG and Neuroscience, February 2020, SAGE Publications

    Dr Caglar Uyulan

  34. Simulation and time-frequency analysis of the longitudinal train dynamics coupled with a nonlinear friction draft gear

    Article • Nonlinear Engineering, February 2020, De Gruyter

    Dr Caglar Uyulan

  35. A polynomial differential quadrature-based numerical scheme to simulate the nerve pulse propagation in the spatial Fitzhugh-Nagumo model

    Article • Communications in Mathematical Biology and Neuroscience, January 2020, SCIK Publishing Corporation

    Dr Caglar Uyulan

  36. Entropy-based feature extraction technique in conjunction with wavelet packet transform for multi-mental task classification

    Article • Biomedical Engineering / Biomedizinische Technik, September 2019, De Gruyter

    Dr Caglar Uyulan

  37. A robust-adaptive linearizing control method for sensorless high precision control of induction motor

    Article • Measurement and Control, April 2019, SAGE Publications

    Dr Caglar Uyulan

  38. ELEKTROENSEFALOGRAFI TABANLI SINYALLERIN ANALIZINDE DERIN OGRENME ALGORITMALARININ KULLANILMASI

    Article • The Journal of Neurobehavioral Sciences, January 2019, ScopeMed International Medical Journal Management and Indexing System

    Dr Caglar Uyulan

  39. Hunting stability and derailment analysis of the high-speed railway vehicle moving on curved tracks

    Article • International Journal of Heavy Vehicle Systems, January 2019, Inderscience Publishers

    Dr Caglar Uyulan

  40. Derailment analysis based on a new coupled multibody railway vehicle model

    Article • Journal of Coupled Systems and Multiscale Dynamics, April 2018, American Scientific Publishers

    Dr Caglar Uyulan

  41. Re-adhesion control strategy based on the optimal slip velocity seeking method

    Article • Journal of Modern Transportation, February 2018, Springer Science + Business Media

    Dr Caglar Uyulan

  42. EXTENDED KALMAN FILTER DESIGN FOR RAILWAY TRACTION MOTOR

    Article • Konya Journal of Engineering Sciences, December 2017, Selcuk University Journal of Engineering, Science and Technology

    Dr Caglar Uyulan

  43. Comparison of the re-adhesion control strategies in high-speed train

    Article • Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering, October 2017, SAGE Publications

    Dr Caglar Uyulan

  44. Modeling, simulation and re-adhesion control of an induction motor–based railway electric traction system

    Article • Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering, September 2017, SAGE Publications

    Dr Caglar Uyulan

  45. Mobile robot localization via sensor fusion algorithms

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Caglar Uyulan

  46. Stability and bifurcation analysis of the non-linear railway bogie dynamics

    Article • Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science, August 2017, SAGE Publications

    Dr Caglar Uyulan

  47. Modeling, simulation and slip control of a railway vehicle integrated with traction power supply

    Article • Cogent Engineering, March 2017, Taylor & Francis

    Dr Caglar Uyulan

  48. Nonlinear Dynamic Characteristics of the Railway Vehicle

    Article • Nonlinear Engineering, January 2017, De Gruyter

    Dr Caglar Uyulan

  49. Dynamic Investigation of the Hunting Motion of a Railway Bogie in a Curved Track via Bifurcation Analysis

    Article • Mathematical Problems in Engineering, January 2017, Hindawi Publishing Corporation

    Dr Caglar Uyulan

  50. Analysis of Time - Frequency EEG Feature Extraction Methods for Mental Task Classification

    Article • International Journal of Computational Intelligence Systems, January 2017, Atlantis Press

    Dr Caglar Uyulan

  51. Hunting stability and derailment analysis of the high speed railway vehicle moving on curved tracks

    Article • International Journal of Heavy Vehicle Systems, January 2017, Inderscience Publishers

    Dr Caglar Uyulan

  52. Comparison of Wavelet Families for Mental Task Classification

    Article • The Journal of Neurobehavioral Sciences, January 2016, ScopeMed International Medical Journal Management and Indexing System

    Dr Caglar Uyulan