Prof. Burcu ERKMEN

Journal articles indexed in SCI, SSCI, and AHCI 15

Detection and classification of human respiration under building debris model using VHF/UHF waves

Niyaz Ö., Tüylü T., Mahouti P., Erkmen B., Tokan N. T.

NEURAL COMPUTING AND APPLICATIONS , vol.36, pp.1-17, 2024 (SCI-Expanded)

Integrated Approaches in Resilient Hierarchical Load Forecasting via TCN and Optimal Valley Filling Based Demand Response Application

Türkoğlu A. S., Erkmen B., Eren Y., Erdinç O., Küçükdemiral I. B.

Applied Energy , vol.360, pp.1-11, 2024 (SCI-Expanded) Sustainable Development

BASISMAP: sequence-based similarity search for geomagnetic positioning

Kadıoğlu T., Erkmen B.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.31, no.1, pp.146-162, 2023 (SCI-Expanded)

A Low-Cost Real-Time BCI Integration for Automated Door Opening System

Guner M., ERKMEN B.

JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS , vol.30, no.2, 2021 (SCI-Expanded) Sustainable Development

FPGA-Based Wigner-Hough Transform System for Detection and Parameter Extraction of LPI Radar LFMCW Signals

Guner K. K., Gulum T. O., ERKMEN B.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT , vol.70, 2021 (SCI-Expanded)

Design of gain-scheduling PID controllers for Z-source inverter using iterative reduction-based heuristic algorithms

YILMAZ A. R., EROL B., DELİBAŞI A., ERKMEN B.

SIMULATION MODELLING PRACTICE AND THEORY , vol.94, pp.162-176, 2019 (SCI-Expanded)

FPGA-Based Space Vector PWM and Closed Loop Controllers Design for the Z Source Inverter

Yilmaz A. R., Erkmen B.

IEEE ACCESS , vol.7, pp.130865-130873, 2019 (SCI-Expanded)

Process independent automated sizing methodology for current steering DAC

Vural R., Kahraman N., Erkmen B., Yıldırım T.

INTERNATIONAL JOURNAL OF ELECTRONICS , vol.102, no.10, pp.1713-1734, 2015 (SCI-Expanded)

A Very Low-Profile Dual Output LLC Resonant Converter for LCD/LED TV Applications

Demirel I., Erkmen B.

IEEE TRANSACTIONS ON POWER ELECTRONICS , vol.29, pp.3514-3524, 2014 (SCI-Expanded)

A Mixed Mode Neural Network Circuitry for Object Recognition Application

Erkmen B., Vural R., Kahraman N., Yıldırım T.

CIRCUITS SYSTEMS AND SIGNAL PROCESSING , vol.32, no.1, pp.29-46, 2013 (SCI-Expanded)

Conic Section Function Neural Network Circuitry for Offline Signature Recognition

Erkmen B., Kahraman N., Vural R., Yıldırım T.

IEEE TRANSACTIONS ON NEURAL NETWORKS , vol.21, no.4, pp.667-672, 2010 (SCI-Expanded)

THRESHOLD VOLTAGE MODELING USING NEURAL NETWORKS

Kahraman N., Erkmen B., Yıldırım T.

NEURAL NETWORK WORLD , vol.19, no.3, pp.255-262, 2009 (SCI-Expanded)

Improving classification performance of sonar targets by applying general regression neural network with PCA

Erkmen B., Yildirim T.

EXPERT SYSTEMS WITH APPLICATIONS , vol.35, pp.472-475, 2008 (SCI-Expanded)

Conic section function neural networks for sonar target classification and performance evaluation using ROC analysis

Erkmen B., Yıldırım T.

Lecture Notes in Control and Information Sciences , vol.345, pp.779-784, 2006 (SCI-Expanded)

Statistical neural network based classifiers for letter recognition

Erkmen B., Yıldırım T.

Lecture Notes in Control and Information Sciences , vol.345, pp.1081-1086, 2006 (SCI-Expanded)

Articles Published in Other Journals 9

IoT-based fire detection: A comparative study of machine learning techniques

Ayrancı A. A., Erkmen B.

Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi , vol.13, no.4, pp.1298-1307, 2024 (Peer-Reviewed Journal)

FPGA BASED RECONFIGURABLE IMPLEMENTATIONS OF SPIKING NEURAL NETWORKS: A MINI REVIEW

Yıldırım O., Niyaz Ö., Erkmen B.

Tasarım, Mimarlık ve Mühendislik Dergisi , vol.2, no.2, pp.152-161, 2022 (Peer-Reviewed Journal)

A Stochastic Computing Method For Generating Activation Functions in Multilayer Feedforward Neural Networks

Ersoy D., ERKMEN B.

ELECTRICA , vol.21, no.3, pp.376-388, 2021 (ESCI) Sustainable Development

IMPLEMENTATION OF SENSORLESS POSITION DETECTION CIRCUIT WITH FOUR-SWITCH INVERTER TOPOLOGY FOR A PERMANENT MAGNET SYNCHRONOUS MOTOR

Serez F., Erkmen B.

SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI , vol.38, no.1, pp.311-327, 2020 (ESCI)

Intelligent Wireless Sensor Networks for Early Fire Warning System

Önal A. F., Ülver B., Durusoy A., Erkmen B.

Electrica , vol.20, no.1, pp.1-9, 2020 (ESCI)

KAPALI ALAN YAYA KONUMLANDIRMA SİSTEMİ

Aydın H., Erkmen B.

Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.7, no.2, pp.337-344, 2019 (Peer-Reviewed Journal)

Design and optimization of a power supply unit for low profile LCD/LED TVs

Acar Vural R., Demirel İ., Erkmen B.

An International Journal of Optimization and Control: Theories and Applications , vol.7, pp.158-166, 2017 (Peer-Reviewed Journal)

ACCELERATING HANDWRITTEN SIGNATURE RECOGNITION USING INTELLIGENT ALGORITHM BASED EMBEDDED SYSTEM

Yılmaz A. R., Erkmen B., Yavuz O.

SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI , vol.34, no.3, pp.393-405, 2016 (ESCI)

Determination of Approximate Main Engine Power for Chemical Cargo Ships Using Radial Basis Function Neural Network

Erkmen B., Çelebi U. B., Ekinci S., Yıldırım T.

Journal of Naval Science and Engineering , no.2, pp.105-115, 2004 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences 31

Investigation of temperature, humidity and force-sensitive sensors for future smart bed pads

Aydın Ş. Z., Beken G. N., Atas K., Akgol V., Erkmen B., Acar Vural R.

Fifteenth International Conference on Signal Processing Systems (ICSPS 2023), 17 - 19 November 2023, pp.715-724

Edge Computing and Robotic Applications in Modern Agriculture

AYRANCI A. A., ERKMEN B.

6th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2024, İstanbul, Turkey, 23 - 25 May 2024

Deep Long Short-Term Memory Networks for Asthma Disease Prediction from Respiratory Dataset Obtained from the PEEP Expiratory Occlusion

Beken G. N., Aydın Ş. Z., Erkmen B.

47th International Conference on Telecommunications and Signal Processing, TSP 2024, Virtual, Online, Czech Republic, 10 - 12 July 2024, pp.239-242, (Full Text)

Robust Tuning of PID Controller Using Differential Evolution Algorithm Based on FPGA

Yalcin O., Canli A., Yilmaz A. R., ERKMEN B.

9th International Conference on Electrical and Electronics Engineering (ICEEE), Alanya, Turkey, 29 - 31 March 2022, pp.180-184

Capacity Loss Analysis Using Machine Learning Regression Algorithms

Atay S., Ayranci A. A., ERKMEN B.

9th International Conference on Electrical and Electronics Engineering (ICEEE), Alanya, Turkey, 29 - 31 March 2022, pp.10-13, (Full Text)

V/UHF FREQUENCY BAND CMOS LOGARITHMIC RF POWER DETECTOR DESIGN

Ayan C., Doğan H., Erkmen B.

4. International Congress on Engineering, Architecture and Design, İstanbul, Turkey, 23 - 24 April 2019, pp.459-465

EMPEDANS KAYNAKLI İNVERTERLER İÇİN ÇOK SEVİYELİ PID KONTROLÖR TASARIMI

Yılmaz A. R., Erkmen B.

4. Uluslararası Bilimsel Araştırmalar Kongresi, UBAK 2019, Yalova, Turkey, 14 - 17 February 2019, pp.75-80

Real-Time, Portable EEG Signal Acquisition System

Guner M., Erkmen B.

2018 Medical Technologies National Congress (TIPTEKNO), Gazimagusa, Cyprus (Kktc), 8 - 10 November 2018, pp.1-4

Smart phone application for drowsiness detection during driving

GÜKSA B., ERKMEN B.

2017 2nd International Conference on Frontiers of Sensors Technologies (ICFST), 14 - 16 April 2017, (Full Text)

Face recognition, NFC and voice controlled door lock system

ADALAN K., ERKMEN B.

2016 National Conference on Electrical, Electronics and Biomedical Engineering (ELECO), Turkey, 1 - 03 December 2016

Analysis of Graphene Field Effect Transistor Based Current Mirrors

Akkan N., Erkmen B.

7th IEEE Latin American Symposium on Circuits and Systems (LASCAS), Florianopolis, Brazil, 28 February - 02 March 2016, pp.83-86

Implementation Aspects of Wigner-Hough Transform Based Detectors for LFMCW Signals

GUNER K. K., ERKMEN B., GULUM T. O., ERDOĞAN A., YILDIRIM T., Ata L. D.

39th International Conference on Telecommunications and Signal Processing (TSP), Vienna, Austria, 27 - 29 June 2016, pp.441-444, (Full Text)

İşaretlerinin Kestirimi için Wigner Hough Dönüşümünün Donanım Uygulamasına Yönelik Iyileştirilmesi

güner k., ERKMEN B., gülüm t., Erdoğan A., YILDIRIM T., DURAK ATA L.

Sinyal İşleme ve Uygulamaları Kurultayı, Turkey, 16 - 19 May 2015

Improving Wigner Hough Transform for hardware implementation to intercept LFMCW signals

GÜNER K. K., ERKMEN B., GULUM T., ERDOĞAN Y., YILDIRIM T., DURAK ATA L.

2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, Turkey, 16 - 19 May 2015

FPGA Implementation of Differential Evaluation Algorithm for MLP Training

Yilmaz A. R., ERKMEN B., Yavuz O.

IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Alberobello, Italy, 23 - 25 June 2014, pp.425-430, (Full Text)

CMOS Differential Amplifier Area Optimization with Evolutionary Algorithms

ACAR VURAL R., ERKMEN B., BOZKURT U., YILDIRIM T.

The World Congress on Engineering and Computer Science (WCECS), San-Francisco, United States Of America, 23 - 25 October 2013, vol.2, pp.666-670

The performance of differential evolution algorithm for training CSFNN using a pattern recognition application

Yilmaz A. R., ERKMEN B., Yavuz O.

2013 4th International Conference on Intelligent Control and Information Processing, ICICIP 2013, Beijing, China, 9 - 11 June 2013, pp.820-823

Field programmable gate array implementation of conic section function neural network: An alternative to analog CSFNN circuitry

Elitas M., Yavuz O., ERKMEN B.

IEEE 16th International Conference on Intelligent Engineering Systems, INES 2012, Lisbon, Portugal, 13 - 15 June 2012, pp.135-138

Genel Amaçlı Konik Kesit Fonksiyonlu Sinir Ağı TümdevresiÜzerinde Obje Tanıma

ACAR VURAL R., KAHRAMAN N., ERKMEN B., YILDIRIM T.

SIU 2008 2008 IEEE 16th Signal Processing, Communication and Applications Conference, Turkey, 20 - 22 April 2008

Genel Amaçli Konik Kesit Fonksiyonlu Sinir Aği Tümdevresi Üzerinde Obje Tanima

ACAR VURAL R., Kahraman N., Erkmen B., Yildirim T.

IEEE 16. Sinyal İşleme ve Uygulamaları Sempozyumu (SİU2008), Aydın, Turkey, 20 April 2008, pp.1-5

CSFNN optimization of signature recognition problem for a special VLSI NN chip

Erkmen B., Kahraman N., Vural R., Yidirim T.

3rd IEEE International Symposium on Control, Communications and Signal Processing (ISCCSP 2008), St Julians, Malta, 12 - 14 March 2008, pp.1082-1085

VLSI Implementation of General Purposed Conic Section Function Neural Network

Erkmen B., Yıldırım T.

5th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 5 - 09 December 2007, vol.2, pp.80-84

Obtaining decision boundaries of CSFNN neurons using current mode analog circuitry

ERKMEN B., YILDIRIM T.

ECCTD 2007. 18th European Conference on Circuit Theory and Design, 2007., 27 - 30 August 2007

CSFNN synapse and neuron design using current mode analog circuitry

ERKMEN B., Yidirm T.

11th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2007, and 17th Italian Workshop on Neural Networks, WIRN 2007, Vietri sul Mare, Italy, 12 - 14 September 2007, pp.17-25

Efficient Training of Recurrent Neural Nets for Macromodeling p MOSFET at Microwave Frequencies Using Levenberg Marquardt Learning Algorithm

ACAR VURAL R., ERKMEN B.

Proceedings of the NinthInternational Conference on Engineering Applications of Neural Networks (EANN), Lille - Fransa, 1 August - 03 December 2005, vol.1, pp.171-178

Books 1

FPGA Üzerinde Differansiyel Gelişim Algortiması ile YSA Eğitimi

YILMAZ A. R., ERKMEN B.

Lap Lambert Academic Publishing, İstanbul, 2017

Publications & Works