SPATIO-TEMPORAL LEARNING ALGORITHMS IN HIERARCHICAL TEMPORAL NETWORKS
摘要
A spatio-temporal learning node is a type of HTM node which learns both spatial and temporal groups of sensed input patterns over time. Spatio-temporal learning nodes comprise spatial poolers which are used to determine spatial groups in a set of sensed input patterns. The spatio-temporal learning nodes further comprise temporal poolers which are used to determine groups of sensed input patterns that temporally co-occur. A spatio-temporal learning network is a hierarchical network including a plurality of spatio-temporal learning nodes.
申请公布号
WO2008106615(A1)
申请公布日期
2008.09.04
申请号
WO2008US55352
申请日期
2008.02.28
申请人
NUMENTA, INC.;JAROS, ROBERT, G.;EDWARDS, JEFFREY, L.;GEORGE, DILEEP;HAWKINS, JEFFREY, C.
发明人
JAROS, ROBERT, G.;EDWARDS, JEFFREY, L.;GEORGE, DILEEP;HAWKINS, JEFFREY, C.