TY - GEN
T1 - Evaluation of the hierarchical temporal memory as soft computing platform and its VLSI architecture
AU - Melis, Wim J C
AU - Chizuwa, Shuhei
AU - Kameyama, Michitaka
PY - 2009/9/30
Y1 - 2009/9/30
N2 - A large number of real world applications, like user support systems, can still not be performed easily by conventional algorithms in comparison with the human brain. Recently, such intelligence has often been reached by using probability based systems. This paper presents results on the implementation of one such user support system namely an intention estimation information appliance system, on a Bayesian Network as well as Hierarchical Temporal Memory. The latter is a new and quite promising soft computing platform modelling the human brain, though currently only available as a software model. A second part of the paper therefore focuses on a possible VLSI architecture for Hierarchical Temporal Memory. Since it models the human brain, communication as well as memory are of high importance for this VLSI architecture.
AB - A large number of real world applications, like user support systems, can still not be performed easily by conventional algorithms in comparison with the human brain. Recently, such intelligence has often been reached by using probability based systems. This paper presents results on the implementation of one such user support system namely an intention estimation information appliance system, on a Bayesian Network as well as Hierarchical Temporal Memory. The latter is a new and quite promising soft computing platform modelling the human brain, though currently only available as a software model. A second part of the paper therefore focuses on a possible VLSI architecture for Hierarchical Temporal Memory. Since it models the human brain, communication as well as memory are of high importance for this VLSI architecture.
UR - http://www.scopus.com/inward/record.url?scp=70349420051&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=70349420051&partnerID=8YFLogxK
U2 - 10.1109/ISMVL.2009.11
DO - 10.1109/ISMVL.2009.11
M3 - Conference contribution
AN - SCOPUS:70349420051
SN - 9780769536071
T3 - Proceedings of The International Symposium on Multiple-Valued Logic
SP - 233
EP - 238
BT - Proceedings - 39th International Symposium on Multiple-Valued Logic, ISMVL 2009
T2 - 39th International Symposium on Multiple-Valued Logic, ISMVL 2009
Y2 - 21 May 2009 through 23 May 2009
ER -