Hierarchical temporal memory (htm) system deployed as web service
(57) ABSTRACT A web-based hierarchical temporal memory (HTM) system in which one or
more client devices communicate with a remote server via a communication network. The …
more client devices communicate with a remote server via a communication network. The …
Automated search for detecting patterns and sequences in data using a spatial and temporal memory system
JC Hawkins, IIR Marianetti, A Raj, S Ahmad - US Patent 8,504,570, 2013 - Google Patents
A spatial and temporal memory system (STMS) processes input data to detect whether
spatial patterns and/or temporal sequences of spatial patterns exist within the data, and to …
spatial patterns and/or temporal sequences of spatial patterns exist within the data, and to …
Spatio-temporal learning algorithms in hierarchical temporal networks
RG Jaros, JL Edwards, D George… - US Patent 8,037,010, 2011 - Google Patents
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 …
temporal groups of sensed input patterns over time. Spatio-temporal learning nodes …
Trainable hierarchical memory system and method
D George, JC Hawkins - US Patent 7,739,208, 2010 - Google Patents
Memory networks and methods are provided. Machine intelligence is achieved by a plurality
of linked processor units in which child modules receive input data. The input data are …
of linked processor units in which child modules receive input data. The input data are …
Artificial memory system and method for use with a computational machine for interacting with dynamic behaviours
This invention relates to an artificial memory system and a method of continuous learning for
predicting and anticipating human operator's action as response to ego-intention as well as …
predicting and anticipating human operator's action as response to ego-intention as well as …
Input vector analysis for memoization estimation
Y Li, CD Garrett, MD Noakes, AG Gounares - US Patent 8,752,021, 2014 - Google Patents
7,853,742 7,873,947 7,917,897 8,006,237 8, 108,848 8,219,507 8,271,956 8,307,351
8.418, 137 8,418,160 8,479, 161 8,495,598 8,549,486 8,595,701 8,595,743 8,607.018 …
8.418, 137 8,418,160 8,479, 161 8,495,598 8,549,486 8,595,701 8,595,743 8,607.018 …
Sequence learning in a hierarchical temporal memory based system
RG Jaros, D George, JC Hawkins, FE Astier - US Patent 8,285,667, 2012 - Google Patents
(57) ABSTRACT A hierarchy of computing modules is configured to learn a cause of input
data sensed over space and time, and is further configured to determine a cause of novel …
data sensed over space and time, and is further configured to determine a cause of novel …
Methods and systems for artificial cognition
Methods, systems and apparatus that provide for perceptual, cognitive, and motor behaviors
in an integrated system implemented using neural architectures. Components of the system …
in an integrated system implemented using neural architectures. Components of the system …
Methods, architecture, and apparatus for implementing machine intelligence and hierarchical memory systems
JC Hawkins, D George - US Patent 8,175,981, 2012 - Google Patents
Sophisticated memory systems and intelligent machines may be constructed by creating an
active memory system with a hierarchical architecture. Specifically, a system may comprise a …
active memory system with a hierarchical architecture. Specifically, a system may comprise a …
Temporal memory using sparse distributed representation
JC Hawkins, IIR Marianetti, A Raj, S Ahmad - US Patent 9,189,745, 2015 - Google Patents
A processing node in a temporal memory system includes a spatial pooler and a sequence
processor. The spatial pooler generates a spatial pooler signal representing similarity …
processor. The spatial pooler generates a spatial pooler signal representing similarity …