Single-Shot Absorption Imaging of Ultracold Atoms Using Deep-Neural-Network

被引：0

作者：

Ness, Gal ^{[1
]}

Vainbaum, Anastasiya ^{[1
]}

Shkedrov, Constantine ^{[1
]}

Florshaim, Yanay ^{[1
]}

Sagi, Yoav ^{[1
]}

机构：

[1] Technion Israel Inst Technol, Phys Dept, IL-32000 Haifa, Israel

来源：

2020 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO) | 2020年

关键词：

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

We demonstrate the use of a deep-neural-network to perform absorption imaging of ultracold atoms in a single exposure. The noise in the resulting images is smaller, hence physical observables can be extracted with better accuracy. (C) 2020 The Author(s)

引用

页数：2

共 50 条

[1] Single-Exposure Absorption Imaging of Ultracold Atoms Using Deep Learning
Ness, Gal
Vainbaum, Anastasiya
Shkedrov, Constantine
Florshaim, Yanay
Sagi, Yoav
[J]. PHYSICAL REVIEW APPLIED, 2020, 14 (01):
[2] A single-shot imaging magnetometer using cold atoms
Terraciano, Matthew L.
Bashkansky, Mark
Fatemi, Fredrik K.
[J]. OPTICS EXPRESS, 2008, 16 (17): : 13062 - 13069
[3] Single-shot High Dynamic Range Imaging via Deep Convolutional Neural Network
An, Vien Gia
Lee, Chul
[J]. 2017 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC 2017), 2017, : 1768 - 1772
[4] Single-shot optical neural network
Bernstein, Liane
Sludds, Alexander
Panuski, Christopher
Trajtenberg-Mills, Sivan
Hamerly, Ryan
Englund, Dirk
[J]. SCIENCE ADVANCES, 2023, 9 (25)
[5] Deep neural networks in single-shot ptychography
Wengrowicz, Omri
Peleg, Or
Zahavy, Tom
Loevsky, Barry
Cohen, Oren
[J]. OPTICS EXPRESS, 2020, 28 (12): : 17511 - 17520
[6] Noise-robust classification of single-shot electron spin readouts using a deep neural network
Yuta Matsumoto
Takafumi Fujita
Arne Ludwig
Andreas D. Wieck
Kazunori Komatani
Akira Oiwa
[J]. npj Quantum Information, 7
[7] Noise-robust classification of single-shot electron spin readouts using a deep neural network
Matsumoto, Yuta
Fujita, Takafumi
Ludwig, Arne
Wieck, Andreas D.
Komatani, Kazunori
Oiwa, Akira
[J]. NPJ QUANTUM INFORMATION, 2021, 7 (01)
[8] Neural single-shot GHz FMCW correlation imaging
Pan, Cindy
Walsh, Noah
Zhang, Yuxuan
Shi, Zheng
Heide, Felix
[J]. OPTICS EXPRESS, 2024, 32 (16): : 27835 - 27848
[9] Single-shot T2 mapping using overlapping-echo detachment planar imaging and a deep convolutional neural network
Cai, Congbo
Wang, Chao
Zeng, Yiqing
Cai, Shuhui
Liang, Dong
Wu, Yawen
Chen, Zhong
Ding, Xinghao
Zhong, Jianhui
[J]. MAGNETIC RESONANCE IN MEDICINE, 2018, 80 (05) : 2202 - 2214
[10] Single-Shot Refinement Neural Network for Object Detection
Zhang, Shifeng
Wen, Longyin
Bian, Xiao
Lei, Zhen
Li, Stan Z.
[J]. 2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2018, : 4203 - 4212

← 1 2 3 4 5 →