Difference between AI and Biological Intelligence Observed through Lenses of Emergent Information Processing DOI Creative Commons
Jiří Kroc

IntechOpen eBooks, Год журнала: 2024, Номер unknown

Опубликована: Дек. 17, 2024

Man-made systems, including artificial intelligence (AI) and machine learning (ML) methods, are usually constructed using mechanistic approaches, which inevitably fail with a failure of any their single constituting components. Contrary to them, biological systems typically self-organizing emergent operating far-from-equilibrium capable self-repair. The outputs research from experimental biology, behavior insect swarms, morphological growth, limb regrowth, other areas confirming the above statement. This leads us central question this chapter: “Can be achieved without presence neurons brain structures?” That is why on information processing (EPI) reviewed deepened in contribution. What elements Life? According theoretical research, it hypothesized that, certain level abstraction, Life created by set microprocesses running matrix, cease exist along matrix processes governing it. Let see where takes open-source Python cellular automata simulating software GoL-N24 v1.4.

Язык: Английский

Difference between AI and Biological Intelligence Observed through Lenses of Emergent Information Processing DOI Creative Commons
Jiří Kroc

IntechOpen eBooks, Год журнала: 2024, Номер unknown

Опубликована: Дек. 17, 2024

Man-made systems, including artificial intelligence (AI) and machine learning (ML) methods, are usually constructed using mechanistic approaches, which inevitably fail with a failure of any their single constituting components. Contrary to them, biological systems typically self-organizing emergent operating far-from-equilibrium capable self-repair. The outputs research from experimental biology, behavior insect swarms, morphological growth, limb regrowth, other areas confirming the above statement. This leads us central question this chapter: “Can be achieved without presence neurons brain structures?” That is why on information processing (EPI) reviewed deepened in contribution. What elements Life? According theoretical research, it hypothesized that, certain level abstraction, Life created by set microprocesses running matrix, cease exist along matrix processes governing it. Let see where takes open-source Python cellular automata simulating software GoL-N24 v1.4.

Язык: Английский

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