Evolution -- On Fireflies, Cellular Systems, and Evolware -- A Comparison of Different Circuit Representations for Evolutionary Analog Circuit Design -- Fault Tolerance and Fault Recovery -- Fault Tolerance via Endocrinologic Based Communication for Multiprocessor Systems -- Using Negative Correlation to Evolve Fault-Tolerant Circuits -- A Genetic Representation for Evolutionary Fault Recovery in Virtex FPGAs -- Development -- Biologically Inspired Evolutionary Development -- Building Knowledge into Developmental Rules for Circuit Design -- Evolving Fractal Proteins -- A Developmental Method for Growing Graphs and Circuits -- Developmental Models for Emergent Computation -- Developmental Effects on Tuneable Fitness Landscapes -- POEtic -- POEtic Tissue: An Integrated Architecture for Bio-inspired Hardware -- Ontogenetic Development and Fault Tolerance in the POEtic Tissue -- A Morphogenetic Evolutionary System: Phylogenesis of the POEtic Circuit -- Spiking Neural Networks for Reconfigurable POEtic Tissue -- A Learning, Multi-layered, Hardware Artificial Immune System Implemented upon an Embryonic Array -- Applications 1 -- Virtual Reconfigurable Circuits for Real-World Applications of Evolvable Hardware -- Gene Finding Using Evolvable Reasoning Hardware -- Evolvable Fuzzy System for ATM Cell Scheduling -- Evolution of Digital Circuits -- Synthesis of Boolean Functions Using Information Theory -- Evolving Multiplier Circuits by Training Set and Training Vector Partitioning -- Evolution of Self-diagnosing Hardware -- Hardware Challenges -- Routing of Embryonic Arrays Using Genetic Algorithms -- Exploiting Auto-adaptive ?GP for Highly Effective Test Programs Generation -- Speeding up Hardware Evolution: A Coprocessor for Evolutionary Algorithms -- Applications 2 -- Automatic Evolution of Signal Separators Using Reconfigurable Hardware -- Distributed Control in Self-reconfigurable Robots -- Co-evolving Complex Robot Behavior -- Evolutionary Hardware -- Evolving Reinforcement Learning-Like Abilities for Robots -- Evolving Image Processing Operations for an Evolvable Hardware Environment -- Hardware Implementation of a Genetic Controller and Effects of Training on Evolution -- Neural Systems -- Real World Hardware Evolution: A Mobile Platform for Sensor Evolution -- Real-Time Reconfigurable Linear Threshold Elements and Some Applications to Neural Hardware -- Simulation of a Neural Node Using SET Technology -- General Purpose Processor Architecture for Modeling Stochastic Biological Neuronal Assemblies -- Logic Design -- Use of Particle Swarm Optimization to Design Combinational Logic Circuits -- A Note on Designing Logical Circuits Using SAT -- Evolutionary Strategies -- Using Genetic Programming to Generate Protocol Adaptors for Interprocess Communication -- Using Genetic Programming and High Level Synthesis to Design Optimized Datapath -- The Effect of the Bulge Loop upon the Hybridization Process in DNA Computing -- Quantum versus Evolutionary Systems. Total versus Sampled Search.