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[Authors = "Poggio, T."]
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Bulletin of the Polish Academy of Sciences Technical Sciences (3)
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Theory I: Deep networks and the curse of dimensionality
T. Poggio
Q. Liao
Bulletin of the Polish Academy of Sciences Technical Sciences | 2018 | 66 | No 6 (Special Section on Deep Learning: Theory and Practice)
| 761-773 | DOI:
10.24425/bpas.2018.125924
Keywords
deep and shallow networks
convolutional neural networks
function approximation
deep learning
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Authors and Affiliations
Authors and Affiliations
T. Poggio
Q. Liao
Theory II: Deep learning and optimization
T. Poggio
Q. Liao
Bulletin of the Polish Academy of Sciences Technical Sciences | 2018 | 66 | No 6 (Special Section on Deep Learning: Theory and Practice)
| 775-787 | DOI:
10.24425/bpas.2018.125925
Keywords
deep learning
convolutional neural networks
loss surface
optimization
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Authors and Affiliations
Authors and Affiliations
T. Poggio
Q. Liao
Deep Learning: Theory and Practice
A. Cichocki
T. Poggio
S. Osowski
V. Lempitsky
Bulletin of the Polish Academy of Sciences Technical Sciences | 2018 | 66 | No 6 (Special Section on Deep Learning: Theory and Practice)
| 757-759 | DOI:
10.24425/bpas.2018.125923
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Authors and Affiliations
Authors and Affiliations
A. Cichocki
T. Poggio
S. Osowski
V. Lempitsky
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