Browsing Fatsa Deniz Bilimleri Fakültesi by Author "Eminoglu, Ilyas"

Now showing items 1-3 of 3

A REAL-TIME EMG DRIVEN VIRTUAL PROSTHESIS HAND

Ozdemir, Ali Ekber; Kayhan, Gokhan; Usta, Hanife; Gharooni, Samad C.; Tokhi, M. O.; Eminoglu, Ilyas (WORLD SCIENTIFIC PUBL CO PTE LTD-SINGAPORE, 2010)

This research work proposes a novel EMG pattern recognition to drive a virtual prosthesis hand from a two-channel surface EMG signal. A set of hand movements (four movements) is recorded with surface electrodes from the ...
Reviewing and designing pre-processing units for RBF networks: initial structure identification and coarse-tuning of free parameters

Kayhan, Gokhan; Ozdemir, Ali Ekber; Eminoglu, Ilyas (SPRINGER LONDON LTD236 GRAYS INN RD, 6TH FLOOR, LONDON WC1X 8HL, ENGLAND, 2013)

This paper reviews some frequently used methods to initialize an radial basis function (RBF) network and presents systematic design procedures for pre-processing unit(s) to initialize RBF network from available input-output ...
A two-pass hybrid training algorithm for RBF networks

Ozdemir, Ali Ekber; Eminoglu, Ilyas (IEEE345 E 47TH ST, NEW YORK, NY 10017 USA, 2013)

This paper presents a systematic construction of linearly weighted Gaussian radial basis function (RBF) neural network. The proposed method is computationally a two-stage hybrid training algorithm. The first stage of the ...

Now showing items 1-3 of 3

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