Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 4 pot

... 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 ... and 3) above. 1 .4 The Artificial Mind System Based Upon Kernel Memory Concept The concept of the artificial mind system was originally inspired by the so-...

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... 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 316/360 87.8% selected ... 223 Table 10 .4. Confusion matrix obtained by the conventional PNN using k-means clustering method – using the SFS data set Generalisation Digit012 345 6789Total Performance 0 34 1 1...

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... 2 ) -4 ) within only the kernel memory principle; Units 2 ) -4 ) consist of both N Fourier kernel units (in Units 2) and 3)) and the sub-SOKMs (A-Z) (in Unit 4) . Eventually, the output from each sub-SOKM ... obtained from sub -system A are higher than those from sub -system B, for instance, only sub -system A can be intensively evolved (i.e. some of the parameters within the unit...

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... designed in terms of the kernel memory principle, by examining through an example of the kernel memory representation. 9.2.1 An Example of Kernel Memory Representation – the Lemma and Lexeme Levels ... the memory search amongst the LTM and LTM-oriented modules and the data process- ing with the associated modules such as the STM/working memory and intention modules. Tetsu...

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... by an SOKM 6 5–6 6 Explicit LTM module 85, 138, 141 , 14 8–1 49 , 170, 1 84, 195, 199 ←→ STM/working memory module 147 −→ secondary (perceptual) output module 150 Extinction of the sub -system 127 Fast ... (NOLTA2001), 2, 40 3- 40 6, Zao, Japan. Hoya, T. (2003a). On the capability of accommodating new classes within probabilistic neural networks. IEEE Trans. Neural Networks,...

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... be found on our homepage: springeronline.com Vo l . 1. Tetsuya Hoya Artificial Mind System – Kernel Memory Approach, 2005 ISBN 3-5 4 0-2 607 2-2 ... edition: 186 0-9 49 X ISSN electronic edition: 186 0-9 503 ISBN-10 3-5 4 0-2 607 2-2 Springer Berlin Heidelberg New York ISBN-13 97 8-3 - 54 0-2 607 2-1 Springer Berlin Heidelberg New York This work...

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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 .)...

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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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... The Kernel Memory In the kernel memory context, the most elementary unit is called a single kernel unit that represents the local memory space. The term kernel denotes Tetsuya Hoya: Artificial Mind ... Artificial Mind System – Kernel Memory Approach, Studies in Computational Intelligence (SCI) 1, 3 1–5 8 (2005) www.springerlink.com c  Springer-Verlag Berlin He...

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... 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 2005 64 4 ... to: w ij = w ij × exp(−ξ ij ) (4. 1) 58 3 The Kernel Memory Concept The fundamental principle of kernel memory concept is pretty simple; the kernel memory...

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