T. Ferreira de Lima (US) Princeton University

Princeton University

Author Of 2 Presentations

 Conference Calendar
(PIP) Photonic Integration and Packaging

MD2.4 - NEUROMORPHIC PHOTONICS FOR DEEP LEARNING

Presentation Type
Invited Submission
Authors
Date
09/30/2019
Time
10:30 AM - 12:00 PM
Room
El Mirador C West
Duration
30 Minutes
Lecture Time
11:30 AM - 12:00 PM

Abstract

Abstract

Co-integrated neuromorphic photonic and electronic processors promise orders of magnitude improvements in both speed and energy efficiency over purely digital electronic approaches. We discuss neuromorphic photonic systems and their application to deep convolutional neural networks inference.

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(PIP) Photonic Integration and Packaging

WP10 - AUTOMATED CONTROL OF THE TRANSFER FUNCTION OF AN INTEGRATED CASCADED MACH-ZEHNDER INTERFEROMETER

Presentation Type
Contributed Submission
Authors
Date
10/02/2019
Time
06:00 PM - 08:00 PM
Room
El Mirador B/C
Lecture Time
06:00 PM - 06:00 PM

Abstract

Abstract

Thermal crosstalk and fabrication variations are detrimental to accurate control of integrated photonic systems. We build a calibration-based control algorithm accounting for these factors in a dual Mach-Zehnder Interferometer (MZI) structure, and experimentally demonstrate automated control of optical transmission with only 3% error.

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Presenter Of 1 Presentation

 Conference Calendar
(PIP) Photonic Integration and Packaging

MD2.4 - NEUROMORPHIC PHOTONICS FOR DEEP LEARNING

Presentation Type
Invited Submission
Authors
Date
09/30/2019
Time
10:30 AM - 12:00 PM
Room
El Mirador C West
Duration
30 Minutes
Lecture Time
11:30 AM - 12:00 PM

Abstract

Abstract

Co-integrated neuromorphic photonic and electronic processors promise orders of magnitude improvements in both speed and energy efficiency over purely digital electronic approaches. We discuss neuromorphic photonic systems and their application to deep convolutional neural networks inference.

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