Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A review (English)
Free access
- New search for: Poggio, Tomaso
- New search for: Mhaskar, Hrushikesh
- New search for: Rosasco, Lorenzo
- New search for: Miranda, Brando
- New search for: Liao, Qianli
- New search for: Poggio, Tomaso
- New search for: Mhaskar, Hrushikesh
- New search for: Rosasco, Lorenzo
- New search for: Miranda, Brando
- New search for: Liao, Qianli
In:
International Journal of Automation and Computing
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14
, 5
;
503-519
;
2017
- Article (Journal) / Electronic Resource
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Title:Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A review
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Contributors:Poggio, Tomaso ( author ) / Mhaskar, Hrushikesh ( author ) / Rosasco, Lorenzo ( author ) / Miranda, Brando ( author ) / Liao, Qianli ( author )
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Published in:International Journal of Automation and Computing ; 14, 5 ; 503-519
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Publisher:
- New search for: Institute of Automation, Chinese Academy of Sciences
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Place of publication:Beijing
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Publication date:2017-03-14
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Size:17 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 14, Issue 5
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 501
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Editorial for special issue on human-inspired computingQiao, Hong / Zhang, Hong / Röhrbein, Florian et al. | 2017
- 503
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Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A reviewPoggio, Tomaso / Mhaskar, Hrushikesh / Rosasco, Lorenzo / Miranda, Brando / Liao, Qianli et al. | 2017
- 520
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Imitating the brain with neurocomputer a “new” way towards artificial general intelligenceHuang, Tie-Jun et al. | 2017
- 532
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Why deep neural nets cannot ever match biological intelligence and what to do about it?Nikolić, Danko et al. | 2017
- 542
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On the centre of mass motion in human walkingCarpentier, Justin / Benallegue, Mehdi / Laumond, Jean-Paul et al. | 2017
- 552
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Flexible robotic grasping strategy with constrained region in environmentMa, Chao / Qiao, Hong / Li, Rui / Li, Xiao-Qing et al. | 2017
- 564
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A brain-inspired SLAM system based on ORB featuresZhou, Sun-Chun / Yan, Rui / Li, Jia-Xin / Chen, Ying-Ke / Tang, Huajin et al. | 2017
- 576
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A novel design of an aquatic walking robot having webbed feetKashem, Saad / Sufyan, Hutomo et al. | 2017
- 589
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High order stable infinite impulse response filter design using cuckoo search algorithmAgrawal, N. / Kumar, A. / Bajaj, V. / Singh, G. K. et al. | 2017
- 603
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Evaluation method of the gait motion based on self-organizing map using the gravity center fluctuation on the soleMakino, Koji / Nakamura, Masahiro / Omori, Hidenori / Hanagata, Yoshinobu / Ueda, Shohei / Nakagawa, Kyosuke / Ishida, Kazuyoshi / Terada, Hidetsugu et al. | 2017
- 615
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Stability analysis and anti-windup design of switched systems with actuator saturationZhang, Xin-Quan / Li, Xiao-Yin / Zhao, Jun et al. | 2016
- 626
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A direct parametric approach to spacecraft attitude tracking controlWang, Xiao-Yi / Duan, Guang-Ren et al. | 2017