Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 7 pdf

... the SOKM principle. Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in Computational Intelligence (SCI) 1, 5 9–8 0 (2005) www.springerlink.com c  Springer-Verlag Berlin Heidelberg ... Concept (Sound) w 23 13 w 3k w (Image) c c 2 x 1 c 3 2 3 K K 1 K 1 x 2 Fig. 3.6. Example2–abi-directionalMIMOsystemrepresentedbykernelmemory; in the figure, each of the th...

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... 2005926346 ISSN print edition: 186 0-9 49X ISSN electronic edition: 186 0-9 503 ISBN-10 3-5 4 0-2 6 07 2-2 Springer Berlin Heidelberg New York ISBN-13 97 8-3 -5 4 0-2 6 07 2-1 Springer Berlin Heidelberg New York This ... be found on our homepage: springeronline.com Vo l . 1. Tetsuya Hoya Artificial Mind System – Kernel Memory Approach, 2005 ISBN 3-5 4 0-...

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... practical aspects. Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in Computational Intelligence (SCI) 1, 18 9–2 35 (2005) www.springerlink.com c  Springer-Verlag Berlin Heidelberg ... corresponding kernel memory, since PNNs/GRNNs can be subsumed into the kernel memory concept, and thus have dynamic and flexible reconfiguration properties 4 .) As...

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... conventional PNN using k-means clustering method – using the SFS data set Generalisation Digit012345 678 9Total Performance 0 34 1 1 34/36 94.4% 1 17 19 17/ 36 47. 2% 2 28 8 28/36 77 .8% 3 3 22 10 1 22/36 ... 2 1 2 28/36 77 .8% 3 33 2 1 33/36 91 .7% 4 36 36/36 100.0% 5 1 1 33 1 33/36 91 .7% 6 32 2 2 32/36 88.9% 7 4 36 36/36 100.0% 8 1 1 34 34/36 94.4% 9 3 1 8 24 24/36 66 .7% Total...

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... receives the sensory Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in Computational Intelligence (SCI) 1, 23 7 2 44 (2005) www.springerlink.com c  Springer-Verlag Berlin Heidelberg ... computer Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in Computational Intelligence (SCI) 1, 1–8 (2005) www.springerlink.com c...

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... with some common con- nectionist models and PNNs/GRNNs is given. Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in Computational Intelligence (SCI) 1, 1 1–2 9 (2005) www.springerlink.com c  ... the well-known classi- cal connectionist/artificial neural network models such as multi-layered per- ceptron neural networks (MLP-NNs), radial basis function ne...

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... single kernel unit that represents the local memory space. The term kernel denotes Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in Computational Intelligence (SCI) 1, 3 1–5 8 ... topological structure. 7 Alternatively, this can be called as a multi-domain-input multi-output (MDIMO) system. 32 3 The Kernel Memory Concept p 2 p 1N p x 2 x...

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... classification systems. Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in Computational Intelligence (SCI) 1, 8 3–9 4 (2005) www.springerlink.com c  Springer-Verlag Berlin ... Artificial Mind System – A Global Picture As shown in Fig. 5.1, the artificial mind system can be macroscopically re- garded as a multi-input multi-output (MIMO) syste...

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... reduction system (Hoya et al., 2003b; Hoya et al., 2005, 2004c) – a combined multi-stage sliding sub- space projection (M-SSP) and adaptive signal enhancement (ASE) approach; the role of M-SSP is ... related to the memory modules in Chap. 8. In Sect. 8.5, we will also consider another example relevant to noise reduction, i.e. speech Tetsuya Hoya: Artificial Mind System –...

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... the information (in Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in Computational Intelligence (SCI) 1, 13 5–1 68 (2005) www.springerlink.com c  Springer-Verlag Berlin Heidelberg ... those from sub -system B, for instance, only sub -system A can be intensively evolved (i.e. some of the parameters within the units 1 )-4 ) of sub -system A can be...

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