The sound gallery---an interactive A-life artwork
Creative evolutionary systems
Evolution of Plastic Control Networks
Autonomous Robots
Principles in the Evolutionary Design of Digital Circuits—Part I
Genetic Programming and Evolvable Machines
Principles in the Evolutionary Design of Digital Circuits—Part II
Genetic Programming and Evolvable Machines
A Flexible Model of a CMOS Field Programmable Transistor Array Targeted for Hardware Evolution
ICES '00 Proceedings of the Third International Conference on Evolvable Systems: From Biology to Hardware
Evolution of Robustness in an Electronics Design
ICES '00 Proceedings of the Third International Conference on Evolvable Systems: From Biology to Hardware
ICES '00 Proceedings of the Third International Conference on Evolvable Systems: From Biology to Hardware
ICES '00 Proceedings of the Third International Conference on Evolvable Systems: From Biology to Hardware
Placing and Routing Circuits on FPGAs by Means of Parallel and Distributed Genetic Programming
ICES '01 Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware
GA-Based Learning of kDNFns Boolean Formulas
ICES '01 Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware
ICES '01 Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware
An Evolutionary Approach to Automatic Generation of VHDL Code for Low-Power Digital Filters
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
Possibilities and Limitations of Applying Evolvable Hardware to Real-World Applications
FPL '00 Proceedings of the The Roadmap to Reconfigurable Computing, 10th International Workshop on Field-Programmable Logic and Applications
Evolutionary Synthesis of LogicCircuits Using Information Theory
Artificial Intelligence Review
Evolutionary Synthesis of Arithmetic Circuit Structures
Artificial Intelligence Review
Evolvable Hardware in Evolutionary Robotics
Autonomous Robots
Design of combinational logic circuits through an evolutionary multiobjective optimization approach
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Evolvable computing by means of evolvable components
Natural Computing: an international journal
Run-Time Reconfigurable Systems for Digital Signal Processing Applications: A Survey
Journal of VLSI Signal Processing Systems
Providing information from the environment for growing electronic circuits through polymorphic gates
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Genetic Programming and Evolvable Machines
Run-time reconfigurable systems for digital signal processing applications: a survey
Journal of VLSI Signal Processing Systems
Evolutionary synthesis of arithmetic circuit structures
Artificial intelligence in logic design
Evolutionary synthesis of logic circuits using information theory
Artificial intelligence in logic design
ACM Journal on Emerging Technologies in Computing Systems (JETC)
An evolutionary platform for developing next-generation electronic circuits
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Evolved Computing Devices and the Implementation Problem
Minds and Machines
Fault-tolerant digital systems implemented with partially definite and partially correct automata
Proceedings of the 2007 workshop on Engineering fault tolerant systems
An evolvable hardware system in Xilinx Virtex II Pro FPGA
International Journal of Innovative Computing and Applications
Connection Science - Evolutionary Learning and Optimisation
Cellular Automata-Based Development of Combinational and Polymorphic Circuits: A Comparative Study
ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
The Input Pattern Order Problem: Evolution of Combinatorial and Sequential Circuits in Hardware
ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
Software Engineering for Ensembles
Software-Intensive Systems and New Computing Paradigms
Evolvable Hardware: From Applications to Implications for the Theory of Computation
UC '09 Proceedings of the 8th International Conference on Unconventional Computation
Design innovation for real world applications, using evolutionary algorithms
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
From implementations to a general concept of evolvable machines
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
A comparison of different circuit representations for evolutionary analog circuit design
ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware
A novel artistic image generation technique: making relief effects through evolution
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Analysis of reconfigurable logic blocks for evolvable digital architectures
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
FPGA-based gnetic algorithm kernel design
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
Partitioned incremental evolution of hardware using genetic programming
EuroGP'08 Proceedings of the 11th European conference on Genetic programming
Crossing the reality gap in evolutionary robotics by promoting transferable controllers
Proceedings of the 12th annual conference on Genetic and evolutionary computation
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
UPP'04 Proceedings of the 2004 international conference on Unconventional Programming Paradigms
Evolutionary design of gate-level polymorphic digital circuits
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
On the Evolution of Hardware Circuits via Reconfigurable Architectures
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
Adaptive OpenCL (ACL) execution in GPU architectures
Proceedings of the 3rd International Workshop on Adaptive Self-Tuning Computing Systems
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Three hypotheses are formulated. First, in the “design space” of possible electronic circuits, conventional design methods work within constrained regions, never considering most of the whole. Second, evolutionary algorithms can explore some of the regions beyond the scope of contentional methods, raising the possibility that better designs can be found. Third, evolutionary algorithms can in practice produce designs that are beyond the scope of conventional methods, and that are in some sense better. A reconfigurable hardware controller for a robot is evolved, using a conventional architecture with and without orthodox design constraints. In the unconstrained case, evolution exploited the enhanced capabilities of the hardware. A tone discriminator circuit is evolved on an FPGA without constraints, resulting in a structure and dynamics that are foreign to conventional design and analysis. The first two hypotheses are true. Evolution can explore the forms and processes that are natural to the electronic medium, and nonbehavioral requirements can be integrated into this design process, such as fault tolerance. A strategy to evolve circuit robustness tailored to the task, the circuit, and the medium, is presented. Hardware and software tools enabling research progress are discussed. The third hypothesis is a good working one: practically useful but radically unconventional evolved circuits are in sight