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ULTIMATE COMPUTING - Quantum Consciousness Studies

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Toward Ultimate Computing 11<br />

Figure 1.3: Axoplasmic transport occurs by coordinated activities of microtubule<br />

attached sidearm, contractile proteins (“dynein”) which cooperatively pass<br />

material in a “bucket brigade.” The orchestration mechanism is unknown, but<br />

shown here as the consequence of signaling by “soliton” waves of microtubule<br />

subunit conformational states. By Fred Anderson.<br />

Observation of two, or ten, or thousands of those molecules would not<br />

suggest the Mozart or Madonna that can arise in a collection of more than a<br />

trillion trillion molecules. Other examples of collective phenomena may be seen<br />

in beehives, ant colonies, football teams, governments and various types of<br />

material phase transitions. For example, superconductivity and magnetism are<br />

collective effects which occur in certain metals as their individual atoms come<br />

into alignment. By cooling these metals, thermal fluctuations cease, atoms<br />

become highly aligned, and below a critical temperature totally different<br />

qualitative properties of superconductivity or magnetism emerge.<br />

How might collective phenomena be tied to consciousness Brain neuron<br />

synaptic transmissions are relatively slow at several milliseconds per<br />

computation-they are about 100,000 times slower than a typical computer switch.<br />

Nevertheless vision and language problems can be solved in a few hundred<br />

milliseconds or what would appear to be about 100 serial steps. Artificial<br />

Intelligence (AI) researchers conclude that this computational richness is<br />

accounted for by collective effects of parallelism and rich interconnectedness.<br />

With billions of neurons, and with each neuron connected to up to hundreds of<br />

thousands of other neurons, Al “connectionists” view the brain as a collective<br />

phenomenon of individually stupid neurons. Groups of highly connected neurons<br />

are thought to attain intelligent behavior through properties of feedback and<br />

reverberation. Walter Freeman (1972, 1975, 1983) of the University of California<br />

at Berkeley contends that a “critical mass” of about 100,000 neurons yields<br />

intelligent behavior. However, intelligent behavior occurs within nematode<br />

worms of 1000 cells and 300 neurons, within cytoplasm in single cell organisms<br />

and within single neurons. Individual neurons with tens to hundreds of thousands<br />

of connections cannot be stupid and fulfill their multiple functions, integrate<br />

input/output and modulate synaptic connection strength. Each nerve cell is a<br />

sophisticated information processing system in and of itself! The cytoskeleton<br />

within neurons and all living cells is a parallel connected network which can<br />

utilize its own collective phenomena to organize and process subcellular

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