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- Johansson, ChristopherKTH,Numerisk analys och datalogi, NADA (author)
Towards cortex sized artificial nervous systems
- Article/chapterEnglish2004
Publisher, publication year, extent ...
- BERLIN :SPRINGER,2004
- printrdacarrier
Numbers
- LIBRIS-ID:oai:DiVA.org:kth-43965
- https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-43965URI
- https://doi.org/10.1007/978-3-540-30132-5_129DOI
Supplementary language notes
- Language:English
- Summary in:English
Part of subdatabase
- SwePubSwePub
Classification
Notes
- QC 20111024
- We characterize the size and complexity of the mammalian cortices of human, macaque, cat, rat, and mouse. We map the cortical structure onto a Bayesian confidence propagating neural network (BCPNN). An architectural structure for the implementation of the BCPNN based on hypercolumnar modules is suggested. The bandwidth, memory, and computational demands for real-time operation of the system are calculated and simulated. It is concluded that the limiting factor is the computational and not the communication requirements.
Subject headings and genre
- NATURVETENSKAP Data- och informationsvetenskap Datavetenskap hsv//swe
- NATURAL SCIENCES Computer and Information Sciences Computer Sciences hsv//eng
- cortical associative memory
- cerebral-cortex
- neocortex
- neurons
- network
- architecture
- dynamics
- synapses
- columns
Added entries (persons, corporate bodies, meetings, titles ...)
- Lansner, AndersKTH,Numerisk analys och datalogi, NADA(Swepub:kth)u12s8cr8 (author)
- KTHNumerisk analys och datalogi, NADA (creator_code:org_t)
Related titles
- In:KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGSBERLIN : SPRINGER, s. 959-9663540233180
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