Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 3 potx
Tetsuya Hoya Artificial Mind System – Kernel Memory Approach pptx
... 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
Springer-Verlag ... psychology (1879), computer
Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in Computational
Intelligence (SCI) 1, 1–...
Artificial Neural Networks Industrial and Control Engineering Applications Part 3 doc
... 33 .25 33 .1 23 33. 162 33 .30 7 0 .38 3 0.266 0.172
14 33 .15 33 .1 23 33. 162 33 .30 7 0.0 83 0. 035 0.474
15 33 .33 33 .1 23 33. 162 33 .30 7 0.622 0.505 0.069
16 28.56 29.678 28.624 28.577 3. 915 0.2 23 0.058 ... 3. 601 3. 538 3. 580 4 .37 9 2.564 3. 771
10 4.48 4.456 4.482 4.472 0.540 0.0 43 0.181
11 3. 12 3. 133 3. 166 3. 139 0. 432 1.479 0.598
12 3. 38 3...
Artificial Mind System – Kernel Memory Approach tetsuya hoya potx
... . . . . . . . 79
Part II Artificial Mind System
5 The Artificial Mind System (AMS), Modules,
and Their Interactions 83
5.1 Perspective 83
5.2 The Artificial Mind System – A Global Picture . . . ... this series
can be found on our homepage:
springeronline.com
Vo l . 1. Tetsuya Hoya
Artificial Mind System – Kernel Memory
Approach, 2005
ISBN 3-540-26072-2
XI...
Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 1 docx
... 13 1
8 Memory Modules and the Innate Structure 13 5
8 .1 Perspective 13 5
8.2 Dichotomy Between Short-Term (STM)
andLong-TermMemory (LTM) Modules 13 5
8.3 Short-Term/Working MemoryModule 13 6
8.3 .1 ... Processing
2 -1 Hirosawa, Wako-Shi
Saitama, 35 1- 0 19 8
Japan
E-mail: hoya@ brain.riken.jp
Library of Congress Control Number: 2005926346
ISSN print edition: 18 6 0-9 49X
ISS...
Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 2 doc
... aspects.
Tetsuya Hoya: Artificial Mind System – Kernel Memory Approach, Studies in Computational
Intelligence (SCI) 1, 18 9 2 35 (20 05)
www.springerlink.com
c
Springer-Verlag Berlin Heidelberg 20 05
... Network (HA-GRNN) – A Practical Model of Exploiting
the Four Modules: Attention, Intuition, LTM, and STM,
for Pattern Recognition Systems (Hoya, 20 01b, 20 04b)
In re...
Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 3 potx
... 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...
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-...
Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 5 docx
... 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 (20 05)
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 neura...
Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 6 doc
... 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 ... can be called as a multi-domain-input multi-output
(MDIMO) system.
32 3 The Kernel Memory Concept
p
2
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1N
p
x
2
x
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x
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.
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Kernel
1) The Kernel Function...
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)
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13
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Fig. 3.6. Example2–abi-directionalMIMOsystemrepresentedbykernelmemory;
in the figure, each of the th...
Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 8 doc
... 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) sys...
Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 9 doc
... 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 –...
Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 11 potx
... 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...
Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 13 pot
... 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...
Artificial Mind System – Kernel Memory Approach - Tetsuya Hoya Part 14 pot
... by an SOKM 6 5–6 6
Explicit LTM module 85, 138, 141 ,
14 8–1 49, 170, 184, 195, 199
←→ STM/working memory module
147
−→ secondary (perceptual) output
module 150
Extinction
of the sub -system 127
Fast ... 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...
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