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Abstract: . In this paper we present a new chromosome representation for evolving digital circuits. The representation is based very closely on the chip architecture of the Xilinx 6216 FPGA. We examine the effectiveness of evolving circuit functionality by using randomly chosen examples taken from the truth table. We consider the merits of a cell architecture in which functional cells alternate with routing cells and compare this with an architecture in which any cell can implement a function or be... (Update)
Context of citations to this paper: More
...task. Moreover, experiments have shown that evolving a circuit by using a limited number of rows in a truth table is extremely di#cult [24]. These issues seem to be a bottleneck for applying evolutionary design methods as a substitute to manual digital design techniques....
.... Analog Components Function Level Units Configuration Level Units [23, 52] 36, 48, 67, 68, 74] [8, 27,30, 32, 35, 39, 46, 47, 51, 59, 60, 61, 55, 62, 88, 89, 90, 92,93,94] [80, 82] 2, 18, 41, 49, 50, 79, 99] 28, 11, 66, 99] 21, 43, 44, 46, 78, 80, 81, 82, 83, 84, 85, 86,...
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Scalability Problems of Digital Circuit Evolution -.. - Vassilev, Miller (2000) (Correct)
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On the Filtering Properties of Evolved Gate Arrays - Miller (1999) (Correct)
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BibTeX entry: (Update)
Miller J. F., Thomson P., "Aspects of Digital Evolution: Geometry and Learning", in Sipper M., Mange D., and PerezUribe A. (Editors), Proceedings of The Second International Conference on Evolvable Systems: From Biology to Hardware (ICES98), Lecture Notes in Computer Science, Vol. 1478, Springer-Verlag, Heidelberg, pp. 25-35, 1998. http://citeseer.ist.psu.edu/article/miller98aspects.html More
@article{ miller98aspects,
author = "Julian F. Miller and Peter Thomson",
title = "Aspects of Digital Evolution: Geometry and Learning",
journal = "Lecture Notes in Computer Science",
volume = "1478",
pages = "25--??",
year = "1998",
url = "citeseer.ist.psu.edu/article/miller98aspects.html" }
Citations (may not include all citations):471 Genetic Programming - Koza - 1992
30 Designing Electronic Circuits Using Evolutionary Algorithms... - Miller, Thomson et al. - 1997
18 Machine Learning Approach to Gate-Level Evolvable Hardware (context) - Iba, Iwata et al.
12 A Phylogenetic, Ontogenetic, and Epigenetic View of Bio-Insp.. (context) - Sipper, Sanchez et al.
11 Development and Evolution of Hardware Behaviours (context) - Hemmi, Mizoguchi et al.
11 An evolved circuit, intrinsic in silicon, entwined with phys.. - Thompson
11 Evolvable Hardware and Its Applications to Pattern Recogniti.. (context) - Higuchi, Iwata et al.
8 Morphogenesis of Evolvable Systems (context) - Kitano
7 Online Autonomous Evolware (context) - Goeke, Sipper et al.
6 Design of a High-Gain Operational Amplifier and Other Circui.. - Koza, Andre et al. - 1997
4 Evolving Digital Logic Circuits on Xilinx 6000 Family FPGAs (context) - Fogarty, Miller et al. - 1998
2 Evolvable Systems in Hardware Design: Taxonomy, Survey and A.. (context) - Zebulum, Pacheco et al.
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www.dcs.napier.ac.uk/~julian/publish.html): More
Evolving Digital Logic Circuits on Xilinx 6000 Family FPGAs - Fogarty Miller (1997) (Correct)
Discovering Novel Digital Circuits using Evolutionary Techniques - Julian Miller (Correct)
Digital FIR Filter Design at Gate-level using Evolutionary.. - Miller (1999) (Correct)
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