Mohammad Ayat

Please Note

This person can no longer be contacted through the School of Engineering and Computer Science at Victoria University of Wellington

Communications and Signal Processing Research group

CV

EDUCATION	M.Sc, Electrical Engineering, 2004-2006 Sharif University of Technology, Tehran, Iran PhD, Electronic and Computer System Engineering 2010-2014
Academic Research Experiences	M. Sc, Fetal ECG Extraction (thesis subject) in my thesis I have worked on: Blind source separation and Independent component analysis (BSS and ICA method) Adaptive Filter wavelet ECG denoising (related subject to my dissertation) BS, Speech recognition (thesis subject) in my thesis I have worked on: Classification methods Neural network Fuzzy logic
Work Research Experiences	Worked on Fetal ECG prototype using DSP (TMS320VC5510), Labview Worked on ECG standard (EC13) Developed a system based on Advantech data acquisition cards for measuring accuracy of vital signs monitor.
Soft Ware and programming language Experiences	C/C++, Python, Matlab, LabVIEW, VHDL and Porotel (Altium Designer) ,
Hardware* Experiences	*Microcontrollers (8051 , AVR and ARM) family , DSP processors (TMS320vc5510 and TMS320VC5505)
Graduate Courses	Digital Signal Processing Biomedical Signal Processing Time-Frequency, Filter Bank and Wavelet Digital Imaging Processing Artificial Neural Networks, Fuzzy Logic
Research Interests	Biomedical Signal and Image Processing Digital Signal Processing Statistical Signal Processing Speech Processing Pattern Recognition Blind source separation & Independent component analysis Neural Networks Wavelet Embedded Microprocessor systems Medical Instrumentation
Honors & Awards	Travel Award as “Invited Scholar to attend the mechanics of hearing 2014 confer- ence in Greece” (2014) Victoria Doctoral Completion Award (2014) Victoria Doctoral Scholarship (2010) Ranked 164^th in Electrical Engineering M.Sc. entrance exam among more than 11000 Electrical Engineers Ranked 48^th in B.Sc. entrance exam among more than 50000 students Received a MSc Project financial Support from the Iran Telecommunication Research Center (ITRC), 2005.
Technical Reports	M. Ayat, Fetal ECG signal processing approach, Seminar Report, S harif University of Technology , Tehran, Iran, 2005. M. Ayat, Fetal ECG reviewing methods, Research Project Report, Sharif University of Technology, Tehran, Iran, 2006.
Memberships	Member of the Institute of Electrical and Electronics Engineering (IEEE), since 2005.
Publications	Book: Matlab 6.1 (Programming and GUI), in Persian ISBN: 964-354-248-3 CONFERENCES and JOURNALS: [1] Ayat, M. and Teal, D. P. “Model based prediction of the existence of the spontaneous cochlear microphonic”, in Mechanics of Hearing, Attica, Greece, July 2014. [2] Ayat, M., Teal, D. P., Searchfield, G. D., and Razali, N . “Cochlear microphonic broad tuning curves”, in Mechanics of Hearing, Attica, Greece, July 2014. [3] M Ayat, P Teal, M McGuinness, An integrated electromechanical model for the cochlear microphonic in Biocybernetics and Biomedical Engineering,2014 [4] G Ni, SJ Elliott, M Ayat, PD Teal, Modelling Cochlear Mechanics BioMed Research International,1-40, 2014 [5] Ayat, M and Teal. P., Using circuit analogies for analysis of cochlear models Biomedical Engineering Letters 3 (4), 263-272, 2013 [6] Ayat, M and Teal. P., *"Modelling the generation of the cochlear microphonic". In IEEE Int. Conf. Medicine & Biology, Osaka, July 2013. [7] Ayat, M.; Assaleh, K.; Al-Nashash, H., “ Prototype of a standalone Fetal ECG monitor* Oct. 2010 Page(s): 617 - 622** ”,2010 IEEE Symposium on Industrial Electronics and Applications (ISIEA 2010), October 3-5, 2010, Penang, Malaysia [8] Ayat. M, Shamsollahi, M. B., Mozaffari. B, Kharabian. S, “ ECG Denoising Using Modulus Maxima of Wavelet Transform ”, 3-6 Sept. 2009 Page(s):416 - 419, 31st Annual International Conference of the IEEE EMBS, inneapolis, Minnesota, USA, September 2-6, 2009 [9] M. Ayat, K. Assaleh, and H. Nashash, “ Fetal ECG Extraction from a Single Abdominal ECG Signal using SVD and Polynomial Classifiers ”, The 2008 IEEE International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, October, Cancun, Mexico, 2008. [10] M. Ayat, K. Assaleh, H. Nashash, “ A Novel Methodology for Fetal Heart Rate Extraction From The Abdominal Electrocardiogram ”, Cairo International Biomedical Engineering Conference (CIBEC'08), December 2008, Cairo, Egypt. [11] M. Ahmadi, M. Ayat, K. Assaleh, H. Nashash, “ Fetal Ecg Signal Enhancement Using Polynomial Classifiers And Wavelet Denoising ”, Cairo International Biomedical Engineering Conference (CIBEC'08), December 2008, Cairo, Egypt.

EDUCATION

M.Sc, Electrical Engineering, 2004-2006

Sharif University of Technology, Tehran, Iran

PhD, Electronic and Computer System Engineering 2010-2014

Academic Research Experiences

M. Sc,

Fetal ECG Extraction (thesis subject)

in my thesis I have worked on:

Blind source separation and Independent component analysis (BSS and ICA method)
Adaptive Filter
wavelet
ECG denoising (related subject to my dissertation)

BS,

Speech recognition (thesis subject)

in my thesis I have worked on:

Classification methods
Neural network
Fuzzy logic

Work Research Experiences

Worked on Fetal ECG prototype
using DSP (TMS320VC5510), Labview

Worked on ECG standard (EC13)
Developed a system based on Advantech data acquisition cards for measuring accuracy of vital signs monitor.

Soft Ware and programming language Experiences

C/C++, Python, Matlab, LabVIEW, VHDL and Porotel (Altium Designer) ,

Hardware* Experiences

*Microcontrollers (8051 , AVR and ARM) family , DSP processors (TMS320vc5510 and TMS320VC5505)

Graduate Courses

Digital Signal Processing
Biomedical Signal Processing
Time-Frequency, Filter Bank and Wavelet
Digital Imaging Processing
Artificial Neural Networks, Fuzzy Logic

Research Interests

Biomedical Signal and Image Processing
Digital Signal Processing
Statistical Signal Processing
Speech Processing
Pattern Recognition
Blind source separation & Independent component analysis
Neural Networks
Wavelet
Embedded Microprocessor systems
Medical Instrumentation

Honors & Awards

Travel Award as “Invited Scholar to attend the mechanics of hearing 2014 confer-
ence in Greece” (2014)
Victoria Doctoral Completion Award (2014)
Victoria Doctoral Scholarship (2010)
Ranked 164^th in Electrical Engineering M.Sc. entrance exam among more than 11000 Electrical Engineers
Ranked 48^th in B.Sc. entrance exam among more than 50000 students
Received a MSc Project financial Support from the Iran Telecommunication Research Center (ITRC), 2005.

Technical Reports

M. Ayat, Fetal ECG signal processing approach, Seminar Report, S harif University of Technology , Tehran, Iran, 2005.
M. Ayat, Fetal ECG reviewing methods, Research Project Report, Sharif University of Technology, Tehran, Iran, 2006.

Memberships

Member of the Institute of Electrical and Electronics Engineering (IEEE), since 2005.

Publications

Book:

Matlab 6.1 (Programming and GUI), in Persian

ISBN: 964-354-248-3

CONFERENCES and JOURNALS:

[1] Ayat, M. and Teal, D. P. “Model based prediction of the existence of the
spontaneous cochlear microphonic”, in Mechanics of Hearing, Attica, Greece,
July 2014.

[2] Ayat, M., Teal, D. P., Searchfield, G. D., and Razali, N . “Cochlear
microphonic broad tuning curves”, in Mechanics of Hearing, Attica, Greece,
July 2014.

[3] M Ayat, P Teal, M McGuinness, An integrated electromechanical model for the cochlear microphonic in Biocybernetics and Biomedical Engineering,2014

[4] G Ni, SJ Elliott, M Ayat, PD Teal, Modelling Cochlear Mechanics
BioMed Research International,1-40, 2014

[5] Ayat, M and Teal. P., Using circuit analogies for analysis of cochlear models
Biomedical Engineering Letters 3 (4), 263-272, 2013

[6] Ayat, M and Teal. P., "Modelling the generation of the cochlear microphonic". In IEEE Int. Conf. Medicine & Biology, Osaka, July 2013.

[7] Ayat, M.; Assaleh, K.; Al-Nashash, H., “ Prototype of a standalone Fetal ECG monitor Oct. 2010 Page(s): 617 - 622 ”,2010 IEEE Symposium on Industrial Electronics and Applications (ISIEA 2010), October 3-5, 2010, Penang, Malaysia

[8] Ayat. M, Shamsollahi, M. B., Mozaffari. B, Kharabian. S,
“ ECG Denoising Using Modulus Maxima of Wavelet Transform ”, 3-6 Sept. 2009 Page(s):416 - 419, 31st Annual International Conference of the IEEE EMBS, inneapolis, Minnesota, USA, September 2-6, 2009

[9] M. Ayat, K. Assaleh, and H. Nashash, “ Fetal ECG Extraction from a Single Abdominal ECG Signal using SVD and Polynomial Classifiers ”, The 2008 IEEE International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, October, Cancun, Mexico, 2008.

[10] M. Ayat, K. Assaleh, H. Nashash, “ A Novel Methodology for Fetal Heart Rate Extraction From The Abdominal Electrocardiogram ”, Cairo International Biomedical Engineering Conference (CIBEC'08), December 2008, Cairo, Egypt.

[11] M. Ahmadi, M. Ayat, K. Assaleh, H. Nashash, “ Fetal Ecg Signal Enhancement Using Polynomial Classifiers And Wavelet Denoising ”, Cairo International Biomedical Engineering Conference (CIBEC'08), December 2008, Cairo, Egypt.

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