The Brain & Neural Networks

Online ISSN : 1883-0455
Print ISSN : 1340-766X
ISSN-L : 1340-766X

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Volume 16, Issue 2

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 49-50
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.49

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 51-56
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.51

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 57-60
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.57

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 61-63
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.61

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 64-76
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.64

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 77
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.77

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 78-80
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.78

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Improving Generalization Performance Via Out-of-Bag Estimate Using Variable Size of Bags

Shuichi Kurogi

2009 Volume 16 Issue 2 Pages 81-92
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.81

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This paper describes a method for improving the generalization performance by means of the out-of-bag estimate for the generalization error in regression problems. We analyze the effect of the size of bags from the viewpoint of piecewise linear prediction achieved by the CAN2 (competitive associative net). Here, the CAN2 basically is a neural net for learning efficient piecewise linear approximation of nonlinear functions. We also examine and validate the effectiveness via numerical experiments.

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2009 Volume 16 Issue 2 Pages 93-97
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.93

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2009 Volume 16 Issue 2 Pages 98-99
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.98

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 99
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.99

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[in Japanese]

2009 Volume 16 Issue 2 Pages 100-101
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.100

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 101-102
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.101

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 102
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.102

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 103
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.103

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 104
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.104

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 105
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.105

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[title in Japanese]

[in Japanese]

2009 Volume 16 Issue 2 Pages 106
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.106

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[title in Japanese]

[in Japanese], [in Japanese], [in Japanese], [in Japanese], [in Japane ...

2009 Volume 16 Issue 2 Pages 107-111
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.107

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[title in Japanese]

2009 Volume 16 Issue 2 Pages 112-118
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.112

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[title in Japanese]

2009 Volume 16 Issue 2 Pages e1
Published: June 05, 2009
Released on J-STAGE: August 14, 2009

DOIhttps://doi.org/10.3902/jnns.16.e1

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