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Hierarchical temporal memory

Known as: CLA, Cortical Learning Algorithm, HTM 
Hierarchical temporal memory (HTM) is an unsupervised to semi-supervised online machine learning model developed by Jeff Hawkins and Dileep George of… 
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AlgorithmAnomaly detectionArtificial consciousnessArtificial general intelligence

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Papers overview

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2019
2019
Memristive Hierarchical Temporal Memory
This chapter covers the memristive HTM implementations on mixed-signal and analog hardware. Most of the implemented memristive… 
2018
2018
Spatial-HTM: A MapReduce-Based System for Querying Spatial Data with the Hierarchical Triangular Mesh
Spatial data, in particular, spherical data, are essential for earth science, space science, astronomy, and any domains where… 
2018
2018
An investigation of the cortical learning algorithm
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2017
2017
Fault Classification in Double-Circuit Transmission Lines Based on the Hierarchical Temporal Memory
In this paper a novel machine intelligence framework called the Hierarchical Temporal Memory is used for fault classification in… 
2015
2015
Design and Analysis of a Reconfi gurable Hierarchical Temporal Memory Architecture
Self-learning hardware systems, with high-degree of plasticity, are critical in performing spatio-temporal tasks in next… 
2015
2015
Symphony from Synapses: Neocortex as a Universal Dynamical Systems Modeller using Hierarchical Temporal Memory
Reverse engineering the brain is proving difficult, perhaps impossible. While many believe that this is just a matter of time and… 
2012
2012
A bio-inspired olfactory model using hierarchical temporal memory
Artificial olfactory information recognition is a challenging task for signal processing and machine learning. In this paper we… 
2011
2011
Fruit Recognition by Hierarchical Temporal Memory
Food is a requirement for living, and traded in enormous amounts everyday. The globalization has led to optimization of the… 
2009
2009
Spoken Language Identification With Hierarchical Temporal Memories
The task of spoken language identification has enjoyed many promising approaches via machine learning and signal processing since… 
2007
2007
Architecture of a hierarchical temporal memory based system
A hierarchical temporal memory (HTM) based system may be provided as a software platform. The software platform includes: a…