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Goldsmiths - University of London

History and Philosophy of Neural Networks

Bishop, Mark (J. M.). History and Philosophy of Neural Networks. In: Hisao Ishibuchi, ed. EOLSS: Computational Intelligence. UNESCO. [Book Section] (In Press)

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Abstract or Description

This chapter conceives the history of neural networks emerging from two millennia of attempts to rationalise and formalise the operation of mind. It begins with a brief review of early classical conceptions of the soul, seating the mind in the heart; then discusses the subsequent Cartesian split of mind and body, before moving to analyse in more depth the twentieth century hegemony identifying mind with brain; the identity that gave birth to the formal abstractions of brain and intelligence we know as ‘neural networks’.
The chapter concludes by analysing this identity - of intelligence and mind with mere abstractions of neural behaviour - by reviewing various philosophical critiques of formal connectionist explanations of ‘human understanding’, ‘mathematical insight’ and ‘consciousness’; critiques which, if correct, in an echo of Aristotelian insight, sug- gest that cognition may be more profitably understood not just as a result of [mere abstractions of] neural firings, but as a consequence of real, embodied neural behaviour, emerging in a brain, seated in a body, embedded in a culture and rooted in our world; the so called 4Es approach to cognitive science: the Embodied, Embedded, Enactive, and Ecological conceptions of mind.

Item Type: Book Section

Keywords:

Artificial Intelligence, Connectionism, Embodiment, Neural Networks, Mind.

Departments, Centres and Research Units:

Computing

Dates:

DateEvent
UNSPECIFIEDAccepted
UNSPECIFIEDPublished

Item ID:

10846

Date Deposited:

04 Nov 2014 11:19

Last Modified:

20 Jun 2017 09:39

URI: http://research.gold.ac.uk/id/eprint/10846

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