Complex-valued neural networks: utilizing high-dimensional parameters
"This book covers the current state-of-the-art theories and applications of neural networks with high-dimensional parameters"--Provided by publisher
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Hershey [u.a.]
Information Science Reference
2009
|
| Series: | Premier reference source
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Summary: | "This book covers the current state-of-the-art theories and applications of neural networks with high-dimensional parameters"--Provided by publisher |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | xxiii, 479 S. Ill., graf. Darst. 29 cm |
| ISBN: | 9781605662145 |
Staff View
MARC
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Record in the Search Index
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|---|---|
| adam_text | Table
of
Contents
Foreword
.....................................................................................................................................................xiii
Preface
..........................................................................................................................................................xv
Acknowledgment
......................................................................................................................................xxiii
Section I
Complex-Valued Neural Network Models and Their Analysis
Chapter I
Complex-Valued Boltzmann Manifold
...........................................................................................................1
Masaki Kobayashi, University of Yamanashi, Japan
Chapter II
Complex-Valued Neural Network and Inverse Problems
.............................................................................27
Takehiko Ogawa, Takushoku University, Japan
Chapter III
Kolmogorov s Spline Complex Network and Adaptive Dynamic Modeling of Data
..................................56
Boris Igelnik,
BMI
Research, Inc., USA
Chapter IV
A Complex-Valued Hopfield Neural Network: Dynamics and Applications
...............................................79
V. Srinivasa Chakravarthy, Indian Institute of Technology, Madras, India
Chapter V
Global Stability Analysis for Complex-Valued Recurrent Neural Networks and Its Application
to Convex Optimization Problems
..............................................................................................................104
Mitsuo Yoshida, Kyoto Institute of Technology, Japan
Takehiro Mori, Kyoto Institute of Technology, Japan
Chapter VI
Models of Complex-Valued Hopfield-Type Neural Networks and Their Dynamics
..................................123
Yasuaki Kuroe, Kyoto Institute of Technology, Japan
Section
II
Applications
of Complex-Valued Neural Networks
Chapter
VII
Complex-Valued Symmetric Radial Basis Function Network for Beamforming
.......................................143
Sheng Chen, University of Southampton, UK
Chapter
VIII
Complex-Valued Neural Networks for Equalization of Communication Channels
..................................168
Rajoo Pandey, National Institute of Technology, Kurukshetra, India
Chapter IX
Learning Algorithms for Complex-Valued Neural Networks in Communication Signal
Processing and Adaptive Equalization as its Application
..........................................................................194
Cheolwoo You, Myongji University, South Korea
Daesik Hong, Yonsei University, South Korea
Chapter X
Image Reconstruction by the Complex-Valued Neural Networks: Design by Using
Generalized Projection Rule
.......................................................................................................................236
Donq-Liang Lee, Ming-Chuan University, Taiwan
Chapter XI
A Method of Estimation for Magnetic Resonance Spectroscopy Using Complex-Valued
Neural Networks
.........................................................................................................................................256
Naoyuki Morita, Kochi Gakuen College, Japan
Chapter
XII
Flexible Blind Signal Separation in the Complex Domain
.........................................................................284
Michele Scarpiniti,
University of Rome
La Sapienza
,
Italy
Daniele Vigliano,
University of Rome
La Sapienza
,
Italy
Raffaele Parisi,
University of Rome
La Sapienza
,
Italy
Aurelio Uncini,
University of Rome
La Sapienza ,
Italy
Section III
Models with High-Dimensional Parameters
Chapter
XIII
Qubit Neural Network: Its Performance and Applications
.........................................................................325
Nobuyuki Matsui, University ofHyogo, Japan
Haruhiko Nishimura, University ofHyogo, Japan
Teijiro Isokawa, University ofHyogo, Japan
Chapter
XIV
Neuromorphic Adiabatic Quantum Computation
.......................................................................................352
Shigeo Sato, Tohoku University, Japan
Mitsunaga Kinjo, University of the Ryukyus, Japan
Chapter XV
Attractors and Energy Spectrum of Neural Structures Based on the Model of the Quantum
Harmonic Oscillator
....................................................................................................................................376
G.
G
Rigatos, Industrial Systems Institute, Greece
S. G. Tzafestas,
National Technical University of Athens, Greece
Chapter
XVI
Quaternionic Neural Networks: Fundamental Properties and Applications
...............................................411
Teijiro Isokawa, University ofHyogo, Japan
Nobuyuki Matsui, University ofHyogo, Japan
Haruhiko Nishimura, University ofHyogo, Japan
Compilation of References
.......................................................................................................................440
About the Contributors
............................................................................................................................470
Index
...........................................................................................................................................................476
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| language | English |
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| physical | xxiii, 479 S. Ill., graf. Darst. 29 cm |
| publishDate | 2009 |
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| spelling | Complex-valued neural networks utilizing high-dimensional parameters Tohru Nitta, [ed.] Hershey [u.a.] Information Science Reference 2009 xxiii, 479 S. Ill., graf. Darst. 29 cm txt rdacontent n rdamedia nc rdacarrier Premier reference source Includes bibliographical references and index "This book covers the current state-of-the-art theories and applications of neural networks with high-dimensional parameters"--Provided by publisher Neural networks (Computer science) Numbers, Complex Nombres complexes Réseaux neuronaux (Informatique) Neuronales Netz (DE-588)4226127-2 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Neuronales Netz (DE-588)4226127-2 s DE-604 Nitta, Tohru Sonstige oth Erscheint auch als Online-Ausgabe 978-1-60566-215-2 Digitalisierung UB Bamberg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017379537&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Complex-valued neural networks utilizing high-dimensional parameters Neural networks (Computer science) Numbers, Complex Nombres complexes Réseaux neuronaux (Informatique) Neuronales Netz (DE-588)4226127-2 gnd |
| subject_GND | (DE-588)4226127-2 (DE-588)4143413-4 |
| title | Complex-valued neural networks utilizing high-dimensional parameters |
| title_auth | Complex-valued neural networks utilizing high-dimensional parameters |
| title_exact_search | Complex-valued neural networks utilizing high-dimensional parameters |
| title_full | Complex-valued neural networks utilizing high-dimensional parameters Tohru Nitta, [ed.] |
| title_fullStr | Complex-valued neural networks utilizing high-dimensional parameters Tohru Nitta, [ed.] |
| title_full_unstemmed | Complex-valued neural networks utilizing high-dimensional parameters Tohru Nitta, [ed.] |
| title_short | Complex-valued neural networks |
| title_sort | complex valued neural networks utilizing high dimensional parameters |
| title_sub | utilizing high-dimensional parameters |
| topic | Neural networks (Computer science) Numbers, Complex Nombres complexes Réseaux neuronaux (Informatique) Neuronales Netz (DE-588)4226127-2 gnd |
| topic_facet | Neural networks (Computer science) Numbers, Complex Nombres complexes Réseaux neuronaux (Informatique) Neuronales Netz Aufsatzsammlung |
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