Towards cortex sized attractor ANN
2004 (English)In: BIOLOGICALLY INSPIRED APPROACHES TO ADVANCED INFORMATION TECHNOLOGY / [ed] Ijspeert, AJ; Murata, M; Wakamiya, N, BERLIN: SPRINGER , 2004, Vol. 3141, 63-79 p.Conference paper (Refereed)
We review the structure of cerebral cortex to find out the number of neurons and synapses and its modular structure. The organization of these neurons is then studied and mapped onto the framework of an artificial neural network (ANN). The computational requirements to run this ANN model are then estimated. The conclusion is that it is possible to simulate the mouse cortex today on a cluster computer but not in real-time.
Place, publisher, year, edition, pages
BERLIN: SPRINGER , 2004. Vol. 3141, 63-79 p.
, LECTURE NOTES IN COMPUTER SCIENCE, ISSN 0302-9743 ; 3141
associative memory, neural-networks, cortical surface, mammalian brain, cerebral-cortex, striate cortex, macaque monkey, visual-cortex, neurons, neocortex
IdentifiersURN: urn:nbn:se:kth:diva-43968ISI: 000225262400006ScopusID: 2-s2.0-35048858918ISBN: 3-540-23339-3OAI: oai:DiVA.org:kth-43968DiVA: diva2:450928
1st International Workshop on Biologically Inspired Approaches to Advanced Information Technology. EPFL, Lausanne, SWITZERLAND. JAN 29-30, 2004
QC 201509212011-10-242011-10-192015-09-21Bibliographically approved