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ULTIMATE COMPUTING - Quantum Consciousness Studies

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22 Toward Ultimate Computing<br />

gates, wires and switches may be worth trying to build, although redundancy and<br />

parallelism may be necessary. 6) Do biochemical systems inspire technological<br />

imitations for the purpose of computer design Many biological systems (DNA,<br />

antibodies, receptors, enzymes) were reviewed and a major conclusion was that,<br />

None of these materials is as rich in chemoelectric physical<br />

phenomena as are (cytoskeletal) microscopic biological objects.<br />

Microtubules offer the most possibilities for inspiring chemically<br />

based computation! (Yates, 1984)<br />

1.5 Dynamic Pattern Representation<br />

Processing of patterns or symbols is conducive to optimal computing.<br />

Patterns can be dynamically represented by a number of descriptive mechanisms<br />

which would be useful in both AI and biological systems. These include reactiondiffusion<br />

systems, holograms, macrons, and cellular automata.<br />

1.5.1 Reaction Diffusion Systems<br />

Reaction diffusion systems are evolving patterns which result from various<br />

types of reactions and product diffusion within a dynamic medium. Biological<br />

reaction diffusion systems within the submembrane cytoplasm have been<br />

suggested by Conrad and Liberman (1982) as a mechanism of biological<br />

information representation. In their model, reaction diffusion patterns of the<br />

energy rich nucleotide, cyclic AMP, which are regulated by the membrane are the<br />

texture of cytoplasmic information. Propagation and interaction of chemical,<br />

nonlinear waves lead to pattern formation in a number of chemical and biological<br />

media (Winfree and Strogatz, 1984). In the well studied “Belousov-Zhabotinsky<br />

reaction,” spiral chemical reaction waves propagate at uniform speed and interact<br />

with other waves to produce complex patterns. Waves radiate from spiral centers<br />

at a rate of a few millimeters per minute as the spirals turn in about one minute.<br />

Several chemical reactions with suitable diffusion rates and visible color changes<br />

of reaction products show these characteristic patterns, as do cultured amoeba<br />

cells responding to pulses of cyclic AMP (Figure 1.9). Similar phenomena have<br />

also been reported in retinal and cortical nerve nets and in heart muscle. Smaller<br />

scale reaction diffusion patterns are accordingly faster.

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