Studies in Computational Intelligence

Real-World Implementations and Applications

By: Mircea Gh. Negoita, Sorin Hintea

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Hardcover | 24 March 2009

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208 Pages

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23.5 x 15.5 x 1.27

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Evolvable Hardware (EHW) has emerged as a sub-domain of artificial evolution represented by a design methodology (consortium of methods) involving the application of Evolutionary Algorithms (EA) to the synthesis of digital and analogue electronic circuits and systems. Nevertheless, the most benefit for the society and indeed most revolutionizing application of EA is its hardware implementation leading to the EHW. These new EA based methodologies led to a new type of machines that is evolved to attain a desired behaviour, which means they have a behavioural computational intelligence. EHW is a special case of the adaptive hardware, namely being strongly related to the Adaptive Systems (AS) and the Adaptive Hardware (AH). The book presents a careful selection of the field that very well reflects the breadth of this high technology and its terminology and applications in context of the AS/AH. The harmonious symbiosis of the engineering approach and the accurate scientific methodology features the aspects of highly relevant and practical design principles governing the development of EHW and its connections with AS/AH. This book is both attractive and useful for everybody interested in the design and analysis of EHW in context of AS/AH and implementation of real time adaptive hardware hybrid intelligent systems.

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Bio-Inspired Computational Intelligence for the Hardware of Adaptive Systems	p. 1
Techniques of Computational Intelligence	p. 1
Features and Classifications of Hybrid Intelligent Systems	p. 9
Emergent Intelligent Technologies and the Adaptive Hardware Systems: AIS-A Technology for the Adaptive Systems	p. 13
Advanced Hardware Implementation of the Computational Intelligence and Intelligent Technologies	p. 27
Evolvable Hardware: An Overview	p. 28
EHW Classification, Practical Engineering Remarks	p. 30
EHW Technological Support (FPGA, FPAA, FPTA, FPMA, PsoC)	p. 37
Introduction to Programmable Integrated Circuits	p. 38
FPGA Families and Advanced Type of FPGA	p. 40
Field Programmable Analog Arrays(FPAA)	p. 44
Field Programmable Transistor Arrays (FPTA) Produced by NASA JPL	p. 46
Practical Remarks on the Technological Support of EHW	p. 48
EC Based Methods in EHW Implementation: EHW Architectures	p. 50
An Application of GA for the Design of EHW Architectures	p. 63
Global Remarks on Current Methods in EHW Technology and Its Prospectus	p. 70
Hardware Implementation of the Artificial Immune Systems	p. 73
Hardware Implementation of DNA Computing	p. 75
Elements of Intercommunications Inside the AHS/EHW International Community (Conferences; Books; Journals; Elite Departments)	p. 76
Bio-Inspired Analogue and Digital Circuits and Their Applications	p. 83
Introduction	p. 83
Genetic Algorithms for Analogue Circuits Design	p. 84
GA as Tools to Design Analogue Circuits	p. 84
Overview of the Genetic Algorithm	p. 86
Representation	p. 89
Analogue Applications with FPTA Cells	p. 91
Design Optimization of a CMOS Amplifier	p. 92
Formulation of the Optimization Problem	p. 92
Evaluation Engine	p. 94
Optimization Engine	p. 94
Design Optimization of a CMOS Amplifier	p. 95
Evolving Software Models of Analogue Circuits	p. 97
Evolutionary Design of Digital Circuits	p. 99
Combinational Logic Circuits Evolutionary Design	p. 99
Conventional Design Techniques for Arithmetic Adders and Multipliers	p. 102
One Bit Full Adders	p. 102
Parallel Processing Adder	p. 105
CMOS Gates Full Adder	p. 106
The Mirror Adder	p. 107
Full Adder with CMOS Transmission Gates	p. 107
Serial Processing Adder	p. 109
Conventional Binary Multipliers	p. 109
Arithmetic Circuits Designed with Evolutionary Algorithms	p. 112
Full Adders Design	p. 112
Gate-Level Evolutionary Design	p. 114
Binary Multipliers Designed with Evolutionary Algorithms	p. 116
Concluding Remarks on Digital Circuits Evolutionary Design	p. 118
Reconfigurable Analogue Circuits in Mobile Communications Systems	p. 119
Multi-standard Terminals for Mobile Telecommunications	p. 119
Reconfigurable Multi-Standard Analogue Baseband Front-End Circuits in Mobile Communications Systems	p. 122
Reconfigurable RF Receiver Architectures	p. 125
Superheterodyne Receiver	p. 125
Direct - Conversion Architectures	p. 126
Low IF Architecture	p. 127
Software Defined Radio	p. 127
Digital - IF Receiver	p. 129
Fully Reconfigurable Analogue Filters Design	p. 129
Reconfigurable Filter Stage for a Combined Zero-IF/Low-IF Radio Architecture	p. 131
Flexible Zero-IF/Low-IF Radio Architecture	p. 131
Transconductor-Based Reconfigurable and Programmable Analogue Array	p. 133
Modular Gm-C State-Variable "Leapfrog" Filters	p. 135
Simulation Results	p. 139
Conclusions	p. 140
Variable Gain Amplifiers	p. 141
Genetic Algorithms for Reconfigurable Analogue IF Filters Design	p. 146
Biomedical Engineering Applications	p. 148
Electrical Stimulation and Neural Prosthesis	p. 148
Cochlear Prosthesis via Telemetric Link	p. 150
Reconfigurable Circuits in Implantable Auditory Prosthesis	p. 151
AGCs in Auditory Prosthesis	p. 153
Binary Controlled Variable Gain Amplifiers	p. 156
Introduction	p. 156
Digitally Controlled Gain Amplifier with Current Mirrors	p. 156
Current Division Network	p. 160
Programmable Amplifiers with CDN	p. 162
Digitally Controlled Current Attenuator	p. 165
Concluding Remarks	p. 168
References	p. 169
Table of Contents provided by Ingram. All Rights Reserved.

Studies in Computational Intelligence

Real-World Implementations and Applications

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Hardcover

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