Reduced complexity for back-propagation method algorithm

A. Napoli; Z. Maalej; V.A.J.M. Sleiffer; M. Kuschnerov; B. Spinnler

doi:10.1109/PHO.2011.6110738

Reduced complexity for back-propagation method algorithm

A. Napoli, Z. Maalej, V.A.J.M. Sleiffer, M. Kuschnerov, B. Spinnler

Electro-Optical Communication

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

4 Citations (Scopus)

Abstract

We analyze a novel strategy to reduce the computational complexity of the backpropagation method with negligible system performance degradation considering different fiber types.

Original language	English
Title of host publication	Proceedings of the IEEE Photonics Society Annual Meeting 2011, 9-13 October 2011, Arlington, Virginia, USA
Pages	692-693
DOIs	https://doi.org/10.1109/PHO.2011.6110738
Publication status	Published - 2011

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10.1109/PHO.2011.6110738

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@inproceedings{69faad128a754a839fab18071213b863,

title = "Reduced complexity for back-propagation method algorithm",

abstract = "We analyze a novel strategy to reduce the computational complexity of the backpropagation method with negligible system performance degradation considering different fiber types.",

author = "A. Napoli and Z. Maalej and V.A.J.M. Sleiffer and M. Kuschnerov and B. Spinnler",

year = "2011",

doi = "10.1109/PHO.2011.6110738",

language = "English",

isbn = "978-1-4244-8940-4",

pages = "692--693",

booktitle = "Proceedings of the IEEE Photonics Society Annual Meeting 2011, 9-13 October 2011, Arlington, Virginia, USA",

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TY - GEN

T1 - Reduced complexity for back-propagation method algorithm

AU - Napoli, A.

AU - Maalej, Z.

AU - Sleiffer, V.A.J.M.

AU - Kuschnerov, M.

AU - Spinnler, B.

PY - 2011

Y1 - 2011

N2 - We analyze a novel strategy to reduce the computational complexity of the backpropagation method with negligible system performance degradation considering different fiber types.

AB - We analyze a novel strategy to reduce the computational complexity of the backpropagation method with negligible system performance degradation considering different fiber types.

U2 - 10.1109/PHO.2011.6110738

DO - 10.1109/PHO.2011.6110738

M3 - Conference contribution

SN - 978-1-4244-8940-4

SP - 692

EP - 693

BT - Proceedings of the IEEE Photonics Society Annual Meeting 2011, 9-13 October 2011, Arlington, Virginia, USA

ER -

Reduced complexity for back-propagation method algorithm

Abstract

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