On-chip face recognition system design with memristive Hierarchical Temporal Memory

Author:

Ibrayev Timur1,Myrzakhan Ulan1,Krestinskaya Olga1,Irmanova Aidana1,James Alex Pappachen1

Affiliation:

1. Circuits and Systems Group, Bioinspired microelectronics systems Lab, Department of Electrical and Electronics Engineering, Nazarbayev University, Astana, Kazakhstan

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference19 articles.

1. George D. and Hawkins J. , A hierarchical bayesian model of invariant pattern recognition in the visual cortex, in Neural Networks, 2005. IJCNN ’05. Proceedings. 2005 IEEE International Joint Conference on 3 (2005), 1812–1817.

2. Hawkins J. and George D. , Hierarchical temporal memory: Concepts, theory and terminology, Technical report, Numenta, Tech. Rep., 2006.

3. Melis W.J. , Chizuwa S. and Kameyama M. , Evaluation of the hierarchical temporal memory as soft computing platform and its vlsi architecture, in 39th International Symposium on Multiple-Valued Logic. IEEE, 2009, pp. 233–238.

4. Zyarah A.M. , Design and analysis of a reconfigurable hierarchical temporal memory architecture, Master’s thesis, 2015.

5. Hierarchical temporal memory based on spin-neurons and resistive memory for energy-efficient brain-inspired computing;Fan;IEEE Transactions on Neural Networks and Learning Systems,2016

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