Novel approaches for automated epileptic diagnosis using FCBF selection and classification algorithms

B Şen, M Peker - Turkish Journal of Electrical Engineering …, 2013‏ - journals.tubitak.gov.tr
This paper presents a new application for automated epileptic detection using the fast
correlation-based feature (FCBF) selection and classification algorithms. This study consists …

Computer-aided design model for a quantum-cascade laser

S Tankiz, FV Çelebi, R Yildirim - IET circuits, devices & systems, 2011‏ - IET
This study presents a simple, single and an accurate computer-aided design model for
quantum-cascade laser based on multi-layer perceptrons. Each critical quantity (optical …

[PDF][PDF] Intelligent modelling of alpha (α) parameter; comparison of ANN and ANFIS cases

FV Celebi, M Yucel, HH Goktas… - Optoelectronics and …, 2013‏ - researchgate.net
In the last decade, intelligent models [1-33] are started to use for system design and
simulation in addition to the developed theoretical models [34-58] in semiconductor lasers …

Fuzzy logic based device to implement a single CAD model for a laser diode based on characteristic quantities

FV Celebi, M Yucel, HH Goktas - Optik, 2012‏ - Elsevier
In this study, a single modelling approach based on fuzzy logic (FL) device is designed for a
quantum-well (QW) laser diode to obtain the characteristic quantities and their dependences …

Optical gain model proposed with the use of artificial neural networks optimised by artificial bee colony algorithm

S YIĞIT, R ERYIĞIT, FV Celebi - Optoelectronics and Advanced …, 2011‏ - oam-rc2.inoe.ro
This study presents a simple and accurate optical gain model for a quantum-cascade laser
(QCL) based on artificial neural networks (ANNs). The training process is performed with …

A complete CAD model for type-I quantum cascade lasers with the use of artificial bee colony algorithm

S Yigit, B TUĞRUL, F Celebi - Journal of Artificial Intelligence, 2012‏ - avesis.ankara.edu.tr
In this study, a simple and a single complete GAD model is obtained for type I quantum
cascade laser based on characteristic quantities (optical gain, refractive index change …

Design and implementation of fuzzy logic based automatic gain controller for EDFAs

M Yucel, HH Goktas, FV Celebi - Optik, 2014‏ - Elsevier
In this study, the design and implementation of a fuzzy logic (FL) based automatic gain
controller card (AGC) is performed in order to control the pump laser current with respect to …

Semiconductor laser modeling with ANFIS

FV Celebi, T Altindağ, R Yildirim… - … on Application of …, 2009‏ - ieeexplore.ieee.org
In this study, neuro-fuzzy (NF) models are used which are well-known robust learning
systems that combine the advantages of fuzzy sets and neuro-computation theory …

Optical gain modelling in type I and type II quantum cascade lasers by using adaptive neuro-fuzzy inference system

FV Çelebi, M Yücel, S Yiğit - 2012 20th Signal Processing and …, 2012‏ - ieeexplore.ieee.org
In this study, one of the important characteristic of type I and type II Quantum Cascade
Lasers (QCLs) that is optical gain which is a function of injection current and wavelength is …

Optimization with genetic algorithm of temperature-dependent fiber length of L-band EDFA gain

M YÜCEL, DAM MUSTAFA - Turkish Journal of Electrical …, 2016‏ - journals.tubitak.gov.tr
Erbium-doped fiber amplifiers (EDFAs) have great importance in long-distance
communication. It is required to have equal gain for all signals that are transferred and to …