Literature DB >> 24109563

The dilemma of the symbols: analogies between philosophy, biology and artificial life.

Salvatore Spadaro1.   

Abstract

This article analyzes some analogies going from Artificial Life questions about the symbol-matter connection to Artificial Intelligence questions about symbol-grounding. It focuses on the notion of the interpretability of syntax and how the symbols are integrated in a unity ("binding problem"). Utilizing the DNA code as a model, this paper discusses how syntactic features could be defined as high-grade characteristics of the non syntactic relations in a material-dynamic structure, by using an emergentist approach. This topic furnishes the ground for a confutation of J. Searle's statement that syntax is observer-relative, as he wrote in his book "Mind: A Brief Introduction". Moreover the evolving discussion also modifies the classic symbol-processing doctrine in the mind which Searle attacks as a strong AL argument, that life could be implemented in a computational mode. Lastly, this paper furnishes a new way of support for the autonomous systems thesis in Artificial Life and Artificial Intelligence, using, inter alia, the "adaptive resonance theory" (ART).

Entities:  

Keywords:  Analogy-making; Artificial life; Binding problem; Cognitive robotics & AI; Connectionism; Genetic code; Theories of syntax

Year:  2013        PMID: 24109563      PMCID: PMC3793079          DOI: 10.1186/2193-1801-2-495

Source DB:  PubMed          Journal:  Springerplus        ISSN: 2193-1801


  15 in total

Review 1.  DNA binding sites: representation and discovery.

Authors:  G D Stormo
Journal:  Bioinformatics       Date:  2000-01       Impact factor: 6.937

2.  Solutions to the binding problem: progress through controversy and convergence.

Authors:  A Treisman
Journal:  Neuron       Date:  1999-09       Impact factor: 17.173

3.  Applications of the self-organising map to reinforcement learning.

Authors:  Andrew James Smith
Journal:  Neural Netw       Date:  2002 Oct-Nov

4.  Hearing sounds, understanding actions: action representation in mirror neurons.

Authors:  Evelyne Kohler; Christian Keysers; M Alessandra Umiltà; Leonardo Fogassi; Vittorio Gallese; Giacomo Rizzolatti
Journal:  Science       Date:  2002-08-02       Impact factor: 47.728

Review 5.  Self-organization in cell biology: a brief history.

Authors:  Eric Karsenti
Journal:  Nat Rev Mol Cell Biol       Date:  2008-03       Impact factor: 94.444

6.  Neuroscience: Glia - more than just brain glue.

Authors:  Nicola J Allen; Ben A Barres
Journal:  Nature       Date:  2009-02-05       Impact factor: 49.962

7.  A logical calculus of the ideas immanent in nervous activity. 1943.

Authors:  W S McCulloch; W Pitts
Journal:  Bull Math Biol       Date:  1990       Impact factor: 1.758

8.  Connectionism and cognitive architecture: a critical analysis.

Authors:  J A Fodor; Z W Pylyshyn
Journal:  Cognition       Date:  1988-03

9.  Grounding Action Words in the Sensorimotor Interaction with the World: Experiments with a Simulated iCub Humanoid Robot.

Authors:  Davide Marocco; Angelo Cangelosi; Kerstin Fischer; Tony Belpaeme
Journal:  Front Neurorobot       Date:  2010-05-31       Impact factor: 2.650

Review 10.  Astrocytes, from brain glue to communication elements: the revolution continues.

Authors:  Andrea Volterra; Jacopo Meldolesi
Journal:  Nat Rev Neurosci       Date:  2005-08       Impact factor: 34.870

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