Fast revision of spectral phase masks for femtosecond pulse shaping with neural network

M. Suzuki, M. Shiozawa, K. Takasago, Fumihiko Kannari

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A fast revision system to redesign spectral phase-only masks by neural network without any iterative calculation is proposed and numerically demonstrated. In this system, to maintain the constant shaped pulse waveform separate approaches are applied against the amplitude change and the phase change of an input pulse in spectral domain. When the input power spectrum varies, a neural network produces a new phase-only mask, which compensates the change in the input spectrum amplitude. Once the neural network is trained, its use in practice is essentially instantaneous, typically requiring less than a second.

Original languageEnglish
Title of host publicationConference on Lasers and Electro-Optics Europe - Technical Digest
PublisherIEEE
Pages106
Number of pages1
Publication statusPublished - 1998
EventProceedings of the 1998 International Symposium on Information Theory, CLEO/EUROPE'98 - Glasgow, Scotland
Duration: 1998 Sep 141998 Sep 18

Other

OtherProceedings of the 1998 International Symposium on Information Theory, CLEO/EUROPE'98
CityGlasgow, Scotland
Period98/9/1498/9/18

Fingerprint

Pulse shaping
Ultrashort pulses
Masks
Neural networks
Power spectrum

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Electrical and Electronic Engineering

Cite this

Suzuki, M., Shiozawa, M., Takasago, K., & Kannari, F. (1998). Fast revision of spectral phase masks for femtosecond pulse shaping with neural network. In Conference on Lasers and Electro-Optics Europe - Technical Digest (pp. 106). IEEE.

Fast revision of spectral phase masks for femtosecond pulse shaping with neural network. / Suzuki, M.; Shiozawa, M.; Takasago, K.; Kannari, Fumihiko.

Conference on Lasers and Electro-Optics Europe - Technical Digest. IEEE, 1998. p. 106.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Suzuki, M, Shiozawa, M, Takasago, K & Kannari, F 1998, Fast revision of spectral phase masks for femtosecond pulse shaping with neural network. in Conference on Lasers and Electro-Optics Europe - Technical Digest. IEEE, pp. 106, Proceedings of the 1998 International Symposium on Information Theory, CLEO/EUROPE'98, Glasgow, Scotland, 98/9/14.
Suzuki M, Shiozawa M, Takasago K, Kannari F. Fast revision of spectral phase masks for femtosecond pulse shaping with neural network. In Conference on Lasers and Electro-Optics Europe - Technical Digest. IEEE. 1998. p. 106
Suzuki, M. ; Shiozawa, M. ; Takasago, K. ; Kannari, Fumihiko. / Fast revision of spectral phase masks for femtosecond pulse shaping with neural network. Conference on Lasers and Electro-Optics Europe - Technical Digest. IEEE, 1998. pp. 106
@inproceedings{9beeb9e91d5b4ca78f9c72c1024d9410,
title = "Fast revision of spectral phase masks for femtosecond pulse shaping with neural network",
abstract = "A fast revision system to redesign spectral phase-only masks by neural network without any iterative calculation is proposed and numerically demonstrated. In this system, to maintain the constant shaped pulse waveform separate approaches are applied against the amplitude change and the phase change of an input pulse in spectral domain. When the input power spectrum varies, a neural network produces a new phase-only mask, which compensates the change in the input spectrum amplitude. Once the neural network is trained, its use in practice is essentially instantaneous, typically requiring less than a second.",
author = "M. Suzuki and M. Shiozawa and K. Takasago and Fumihiko Kannari",
year = "1998",
language = "English",
pages = "106",
booktitle = "Conference on Lasers and Electro-Optics Europe - Technical Digest",
publisher = "IEEE",

}

TY - GEN

T1 - Fast revision of spectral phase masks for femtosecond pulse shaping with neural network

AU - Suzuki, M.

AU - Shiozawa, M.

AU - Takasago, K.

AU - Kannari, Fumihiko

PY - 1998

Y1 - 1998

N2 - A fast revision system to redesign spectral phase-only masks by neural network without any iterative calculation is proposed and numerically demonstrated. In this system, to maintain the constant shaped pulse waveform separate approaches are applied against the amplitude change and the phase change of an input pulse in spectral domain. When the input power spectrum varies, a neural network produces a new phase-only mask, which compensates the change in the input spectrum amplitude. Once the neural network is trained, its use in practice is essentially instantaneous, typically requiring less than a second.

AB - A fast revision system to redesign spectral phase-only masks by neural network without any iterative calculation is proposed and numerically demonstrated. In this system, to maintain the constant shaped pulse waveform separate approaches are applied against the amplitude change and the phase change of an input pulse in spectral domain. When the input power spectrum varies, a neural network produces a new phase-only mask, which compensates the change in the input spectrum amplitude. Once the neural network is trained, its use in practice is essentially instantaneous, typically requiring less than a second.

UR - http://www.scopus.com/inward/record.url?scp=0031629207&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0031629207&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:0031629207

SP - 106

BT - Conference on Lasers and Electro-Optics Europe - Technical Digest

PB - IEEE

ER -