Helwan University Faculty of Engineering Helwan Communications, Electronics & Computers Engineering Department (cce)




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НазваниеHelwan University Faculty of Engineering Helwan Communications, Electronics & Computers Engineering Department (cce)
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Biological nervous system : the bran and neurons . Artificial neural networks. Historical backgrounds. Hebbian associator . Perceptions : learning rule, illustration ,proof, failing Adaptive linear ( ADALINE) and Multiple Adaptive linear (MADALINE) networks . Multilayer perceptions: generating internal representation Back propagation, cascade correlation and counter propagation networks. Higher order and bidirectional associated memory .Hopfield networks:
Lyapunov energy function. attraction basin. Probabilistic updates: simulated annealing, Boltzman machine. Adaptive Resonance Theory (ART) network ART1, ART2, Fuzzy ART mapping ( ARTMAP) networks. Kohonen's feature map, learning vector Quantization ( LVQ) networks. Applications of neural nets.

References:

1-"Neural Network: Acomprehensive Foundation", Simon Haykin, 2nd Edition, Person Eduction Pub., 1998.

2-"Fundamentals of Artificial Neural networks", Mohamed H. Hassoun, MIT Press, 1995.


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ELECTIVE -5 ------ SELECTED TOPICS (EC-172605)

Contents:

Advanced topics of current interest in electronics engineering. Topics are chosen so they do not duplicate any of the other courses in the department. Active participation of students encouraged in the form of writing and presenting papers in the research areas.


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MASTER THESIS

for

(M.Sc.)



Research project chosen and completed under guidance of graduate faculty member that results in technical report and an oral defense acceptable to three-faculty-member thesis committee.


SYLLABUS :

for

Second Stage


(Electronics Engineering)

M.ENG

ُ (FULL – TIME / PART - TIME)


OPTOELECTRONIC DEVICES (BC-172616)

Contents:

fundamental of optical signals and modern optical devices and systems from a practical point of view. lasers and light-emitting diodes, light modulation components (e.g., liquid-crystal light modulators), transmission media (e.g., free space or fibers), photodetectors (e.g., photodiodes, photomultiplier tubes), information storage devices (e.g., optical disk), processing systems (e.g., imaging and spatial filtering systems) and displays (LCOS microdisplays). Device applications of physical phenomena, including electrical conductivity and doping, transistors, photodetectors and photovoltaics, luminescence, light emitting diodes, lasers, optical phenomena, photonics, ferromagnetism, and magnetoresistance

References:

1- "Optical Semiconductor Devices", Mitsuo Fukuda, Wiley-Interscience, 1998.

2- "optical Fiber Devices", J. P. Goure, and et al, inst of physics, 2002


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DIGITAL FUZZY SYSTEMS (BC-172617)

Contents:

 Basic Ideas of Fuzzy Logic , Fuzzy Rules , A Tutorial Example of a Fuzzy Program, Lexical Elements

Language Structure, Transducers, Signal Conditioning, The Inverted Pendulum Problem

The Hitachi Ping-Pong Ball Controller, A Comparison of Fuzzy Logic vs PID Control

Determination of Air Polution Categories, Digital Signal Processing , Imaging Software Toolkits

Edge Detection , Soft Attributes in Data Modeling, Soft Query Representation

Defining Data Mining, Discovering Relationships Among Variables, The Sugeno-Takagi-Kang Model

Extensions of the NICEL Language , Machine Training of Fuzzy Rules


References:

1-"Fuzzy Logic ", Daniel Mcniel, Paul freiberger, Simon & Schuster Adult Publishing Group,2008

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