Evaluation of hierarchical temporal memory for a real world application

Wim J.C. Melis; Shuhei Chizuwa; Michitaka Kameyama

doi:10.1109/ICICIC.2009.195

Evaluation of hierarchical temporal memory for a real world application

Wim J.C. Melis, Shuhei Chizuwa, Michitaka Kameyama

INF - Computer and Mathematical Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

6 Citations (Scopus)

Abstract

A large number of real world applications, such as user support systems, can still not be performed easily by conventional algorithms in comparison with the human brain. Such intelligence is often implemented, by using probability based systems. This paper focuses on comparing the implementation of a cellular phone intention estimation example on a Bayesian Network and Hierarchical Temporal Memory. It is found that Hierarchical Temporal Memory is a system that requires little effort for designing the application, and with some extra effort, further optimised results can easily be obtained.

Original language	English
Title of host publication	2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009
Pages	144-147
Number of pages	4
DOIs	https://doi.org/10.1109/ICICIC.2009.195
Publication status	Published - 2009 Dec 1
Event	2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009 - Kaohsiung, Taiwan, Province of China Duration: 2009 Dec 7 → 2009 Dec 9

Publication series

Name	2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009

Other

Other	2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009
Country/Territory	Taiwan, Province of China
City	Kaohsiung
Period	09/12/7 → 09/12/9

ASJC Scopus subject areas

Computational Theory and Mathematics
Computer Networks and Communications
Software

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10.1109/ICICIC.2009.195

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Melis, W. J. C., Chizuwa, S., & Kameyama, M. (2009). Evaluation of hierarchical temporal memory for a real world application. In 2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009 (pp. 144-147). [5412408] (2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009). https://doi.org/10.1109/ICICIC.2009.195

Evaluation of hierarchical temporal memory for a real world application. / Melis, Wim J.C.; Chizuwa, Shuhei; Kameyama, Michitaka.

2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009. 2009. p. 144-147 5412408 (2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Melis, WJC, Chizuwa, S & Kameyama, M 2009, Evaluation of hierarchical temporal memory for a real world application. in 2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009., 5412408, 2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009, pp. 144-147, 2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009, Kaohsiung, Taiwan, Province of China, 09/12/7. https://doi.org/10.1109/ICICIC.2009.195

Melis WJC, Chizuwa S, Kameyama M. Evaluation of hierarchical temporal memory for a real world application. In 2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009. 2009. p. 144-147. 5412408. (2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009). https://doi.org/10.1109/ICICIC.2009.195

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Evaluation of hierarchical temporal memory for a real world application

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