Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 1 docx

... 28 2 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 31 6 /36 0 87.8%selected ... 77.8% 3 32 2 1 1 32 /36 88.9%4 36 36 /36 100.0%5 3 1 27 2 3 27 /36 75.0%6 32 2 2 32 /36 88.9%7 36 36 /36 100.0%8 1 1 34 34 /36 94.4%9 4 10 1 21 21 /36 58 .3% Total 30 6 /36 0 85.0%stopped when all the ... 32 /36 88.9%4 36 36 /36 100.0%5 2 1 29 2 2 29 /36 80.6%6 32 2 2 32 /36 88.9%7 36 36 /36 100.0%8 1 1 34 34 /36 94.4%9 2 11 23 23/ 36 63. 9%Total 31 0 /36 0 86.1% 10.6 Embodiment of Attention, Intuition,...

... receives the sensory Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in ComputationalIntelligence (SCI) 1, 23 7–2 44 (2005)www.springerlink.comc Springer-Verlag Berlin Heidelberg ... and 3) above.1 .4 The Artificial Mind System BasedUpon Kernel Memory ConceptThe concept of the artificial mind system was originally inspired by the so-called “modularity of mind principle ... computer Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in ComputationalIntelligence (SCI) 1, 1–8 (2005)www.springerlink.comc Springer-Verlag Berlin Heidelberg 2005...

... some common con-nectionist models and PNNs/GRNNs is given. Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in ComputationalIntelligence (SCI) 1, 1 1–2 9 (20 05) www.springerlink.comc ... the well-known classi-cal connectionist/artificial neural network models such as multi-layered per-ceptron neural networks (MLP-NNs), radial basis function neural networks(RBF-NNs), self-organising ... in com-parison with MLP-NNs seems to be, due to the memory- based architecture,the need for storing all the centroid vectors into memory space, which canbe sometimes excessive for on-line data...

... single kernel unit that represents the local memory space. The term kernel denotes Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in ComputationalIntelligence (SCI) 1, 3 1–5 8 ... can be called as a multi-domain-input multi-output(MDIMO) system. 32 3 The Kernel Memory Conceptp2p1Npx2xNx1... Kernel 1) The Kernel Function3) Auxiliary Memory to Store Class ... Nooutputs) are used.In contrast, the kernel memory shown in Fig. 3.5 6 can be viewed asa multi-input multi-output (MIMO)7(i.e. a three-input three-output) sys-tem, since, in this example, three...

... the SOKM principle. Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in ComputationalIntelligence (SCI) 1, 5 9–8 0 (2005)www.springerlink.comc Springer-Verlag Berlin Heidelberg ... Concept(Sound)w2313w3kw(Image)cc2x1c323KK1K1x2Fig. 3.6. Example2–abi-directionalMIMOsystemrepresentedbykernelmemory;in the figure, each of the three kernel units receives and yields the outputs, represent-ing the bi-directional flows. For ... wijì exp(ij) (4.1) 58 3 The Kernel Memory ConceptThe fundamental principle of kernel memory concept is pretty simple;the kernel memory comprises of multiple kernel units and their link weightswhich...

... classification systems. Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in ComputationalIntelligence (SCI) 1, 8 3–9 4 (2005)www.springerlink.comc Springer-Verlag Berlin ... Artificial Mind System – A Global PictureAs shown in Fig. 5.1, the artificial mind system can be macroscopically re-garded as a multi-input multi-output (MIMO) system, consisting of 14 mod-ules, ... Consciousness Artificial Mind System (AMS)Behaviour,Output:1,4,6) PrimaryMotion,(Endocrine)Fig. 5.1. A schematic diagram of the artificial mind system (AMS) – as a multi-input multi-output (MIMO) system...

... 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; therole 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 – Kernel Memory Approach, ... adaptive signal en-hancement (ASE) approach (Hoya et al., 2003b; Hoya et al., 2005). The sub-space analysis (see e.g. Oja, 198 3) is a well-known approach for various esti-mation problems,...

... the information (in Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in ComputationalIntelligence (SCI) 1, 13 5–1 68 (2005)www.springerlink.comc Springer-Verlag Berlin Heidelberg ... those from sub -system B, for instance, only sub -system A canbe intensively evolved (i.e. some of the parameters within the units 1 )-4 ) ofsub -system A can be varied greatly), whilst sub -system B ... 2 )-4 ) within only the kernel memory principle; Units 2 )-4 ) consist of both N Fourier kernel units (in Units 2) and 3)) andthe sub-SOKMs (A-Z) (in Unit 4). Eventually, the output from each sub-SOKM...

... designed in terms of the kernel memory principle, by examining throughan example of the kernel memory representation.9.2.1 An Example of Kernel Memory Representation – the Lemmaand 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 andintention modules. Tetsuya Hoya: Artificial Mind ... modules. Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in ComputationalIntelligence (SCI) 1, 16 9–1 87 (2005)www.springerlink.comc Springer-Verlag Berlin Heidelberg 2005...

... by an SOKM 6 5–6 6Explicit LTM module 85, 138, 141 , 14 8–1 49, 170, 184, 195, 199←→ STM/working memory module 147 −→ secondary (perceptual) outputmodule 150Extinctionof the sub -system 127Fast ... A, (1998). Hito-Wa-Naze-Kotoba-Wo-Tsukaeruka (Why Can Hu-mans Use Language?). Tokyo: Kodan-Sha, Co. Ltd. (in Japanese).Yamasaki, T. & Shibata, T. (2003). Analog soft-pattern-matching classifierusing ... Psychological Review, 69, 37 9-3 99.Searle, J. (1992). The Rediscovery of Mind. Cambridge, MA: The MIT Press.Shibata, M. (2001). Robot-No-Kokoro, Nanatsu-No-Tetsugaku-Monogatari(The Mind of Robots: Seven...