DocumentCode
3501241
Title
Neural networks as a path to self-awareness
Author
Werbos, Paul
Author_Institution
NSF, USA
fYear
2011
fDate
July 31 2011-Aug. 5 2011
Firstpage
3264
Lastpage
3271
Abstract
There has been important new cross-disciplinary work using neural network mathematics to unify key issues in engineering, technology, psychology and neuroscience - and many opportunities to create a discrete revolution in science by pushing this work further. This strain of research has a natural link to clinical and subjective human experience - the “first person science” of the mind. This paper discusses why and how, and gives several examples of links between neural network models and key phenomena in human experience, such as Freud´s “psychic energy,” the role of traumatic experience, the interpretation of dreams and creativity and the cultivation of human potential and sanity in general, and the biological foundations of language.
Keywords
neural nets; Freud psychic energy; dream interpretation; first person science; human experience; human sanity; mathematics; neural network model; self-awareness; traumatic experience; Backpropagation; Biological neural networks; Humans; Mathematical model; Mirrors; Psychology;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks (IJCNN), The 2011 International Joint Conference on
Conference_Location
San Jose, CA
ISSN
2161-4393
Print_ISBN
978-1-4244-9635-8
Type
conf
DOI
10.1109/IJCNN.2011.6033654
Filename
6033654
Link To Document