PHI Lab Team
Tatsuhiro Onodera
Scientist
Tatsuhiro Onodera is broadly interested in both quantum optics and computing. At PHI lab, he investigates if employing an expanded toolbox of quantum optics can improve our ability to perform interesting computation. He currently studies the generation of non-classical (non-Gaussian) states of light in on-chip photonic architectures while examining the implications of this work for the coherent Ising machine.
Publications
- Analog photonic neural networks for large-scale AI at the quantum limit
By Logan G Wright, Peter L McMahon, Tatsuhiro Onodera & Tianyu Wang
ETAI 2023 - Hardware-efficient large-scale reconfigurable optical neural network (ONN) using complex media
By Fei Xia, Ziao Wang, Logan Wright, Tatsuhiro Onodera, Martin Stein, Jianqi Hu, Peter McMahon & Sylvain Gigan
ETAI 2023
- Image Sensors Based on Nonlinear Optical Neural Networks
By Mandar M Sohoni, Tianyu Wang, Logan G Wright, Martin M Stein, Shi-Yuan Ma, Tatsuhiro Onodera, Maxwell G Anderson & Peter L McMahon
CLEO: Science and Innovations 2023
- Applications of digital micromirror devices in photonic neural networks
By Tianyu Wang, Mandar M Sohoni, Shi-Yuan Ma, Logan G Wright, Tatsuhiro Onodera, Martin M Stein, Maxwell Anderson, Brian C Richard, & Peter L McMahon
Emerging Digital Micromirror Device Based Systems and Applications XV 2023
- Deep physical neural networks based on ultrafast nonlinear optics
By Tatsuhiro Onodera, Logan G Wright, Martin M Stein, Tianyu Wang, Darren T Schachter, Zoey Hu & Peter L McMahon
AI and Optical Data Sciences IV 2023
- Hardware-efficient, large-scale reconfigurable optical neural network (ONN) with backpropagation
By Fei Xia, Ziao Wang, Logan Wright, Tatsuhiro Onodera, Martin Stein, Jianqi Hu, Peter McMahon & Sylvain Gigan
AI and Optical Data Sciences IV 2023
- Image Sensing with Multilayer, Nonlinear Optical Neural Networks
By Tianyu Wang, Mandar M. Sohoni, Logan G. Wright, Martin M. Stein, Shi-Yuan Ma, Tatsuhiro Onodera, Maxwell G. Anderson & Peter L. McMahon
arXiv preprint arXiv 2022
- Deep Physical Neural Networks Based on Ultrafast Nonlinear Optics
By Logan G. Wright, Tatsuhiro Onodera, Martin M. Stein, Tianyu Wang, Darren T. Schachter, Zoey Hu & Peter L. McMahon
Nonlinear Photonics 2022
- Image Sensing with Nonlinear Optical Neural Networks
By Mandar M. Sohoni, Tianyu Wang, Logan G. Wright, Tatsuhiro Onodera, Martin M. Stein, Shi-Yuan Ma, Maxwell Anderson & Peter L. McMahon
Novel Optical Materials and Applications 2022
- Efficient Simulation of Broadband Non-Gaussian Quantum Optics Using Matrix Product States
By Ryotatsu Yanagimoto, Edwin Ng, Logan G Wright, Tatsuhiro Onodera & Hideo Mabuchi
CLEO: Applications and Technology 2022
- Opportunities and Challenges for Deep Physical Neural Networks Based on Nonlinear Optical Pulse Propagation
By Logan G. Wright, Tatsuhiro Onodera, Martin M. Stein, Tianyu Wang, Darren T. Schachter, Zoey Hu & Peter L. McMahon
CLEO: Science and Innovations 2022
- Onset of Non-Gaussian Quantum Physics in Pulsed Squeezing with Mesoscopic Fields
By Ryotatsu Yanagimoto, Edwin Ng, Atsushi Yamamura, Tatsuhiro Onodera, Logan G. Wright, Marc Jankowski, MM Fejer, Peter L. McMahon & Hideo Mabuchi
Optica 2022
- Nonlinear Quantum Behavior of Ultrashort-pulse Optical Parametric Oscillators
By Tatsuhiro Onodera, Edwin Ng, Chris Gustin, Niels Lörch, Atsushi Yamamura, Ryan Hamerly, Peter L. McMahon, Alireza Marandi & Hideo Mabuchi
Physical Review A 2022
- Coherent Ising Machines: Models for Architectures and Applications
By Edwin Ng, Tatsuhiro Onodera, Ryotatsu Yanagimoto, Atsushi Yamamura, Peter L. McMahon & Hideo Mabuchi
AI and Optical Data Sciences III 2022
- An Optical Neural Network Using Less than 1 Photon per Multiplication
By Tianyu Wang, Shi-Yuan Ma, Logan G. Wright, Tatsuhiro Onodera, Brian C. Richard & Peter L. McMahon
Nature Communications 2022
- Efficient Sampling of Ground and Low-energy Ising Spin Configurations with a Coherent Ising Machine
By Edwin Ng, Tatsuhiro Onodera, Satoshi Kako, Peter L. McMahon, Hideo Mabuchi & Yoshihisa Yamamoto
Physical Review Research 2022
- Efficient Sampling of Low-energy Ising Spin Configurations in a Coherent Ising Machine using Quantum Noise Dynamics
By Edwin Ng, Tatsuhiro Onodera, Satoshi Kako, Peter McMahon, Hideo Mabuchi & Yoshihisa Yamamoto
APS March Meeting Abstracts 2022
- Deep Physical Neural Networks Trained with Backpropagation
By Logan G. Wright, Tatsuhiro Onodera, Martin M. Stein, Tianyu Wang, Darren T. Schachter, Zoey Hu & Peter L. McMahon
Nature 2022
- Efficient Simulation of Broadband Non-Gaussian Quantum Optics with Matrix Product States
By Ryotatsu Yanagimoto, Edwin Ng, Logan Wright, Tatsuhiro Onodera & Hideo Mabuchi
APS March Meeting Abstracts 2022
- Deep Physical Neural Networks Using Physics-aware Training
By Tatsuhiro Onodera, Logan Wright, Martin Stein, Tianyu Wang, Darren Schachter, Zoey Hu & Peter McMahon
APS March Meeting Abstracts 2022
- Efficient Simulation of Ultrafast Quantum Nonlinear Optics with Matrix Product States
By Ryotatsu Yanagimoto, Edwin Ng, Logan G. Wright, Tatsuhiro Onodera & Hideo Mabuchi
Optica 2021
- Deep Nonlinear Optical Neural Networks Trained with In Situ Backpropagation
By Logan G. Wright, Tatsuhiro Onodera, Martin M. Stein, Tianyu Wang, Darren T. Schachter, Zoey Hu & Peter L. McMahon
Nonlinear Optics 2021
- Deep Nonlinear Optical Neural Networks Using Physics-aware Training
By Logan G. Wright, Tatsuhiro Onodera, Martin M. Stein, Tianyu Wang, Darren T. Schachter, Zoey Hu & Peter L .McMahon
CLEO: QELS_Fundamental Science 2021
By Ryotatsu Yanagimoto, Edwin Ng, Marc Jankowski, Tatsuhiro Onodera, Martin M. Fejer & Hideo Mabuchi
CLEO: QELS_Fundamental Science 2021
- Benchmark Study of Quantum Algorithms for Combinatorial Optimization: Unitary Versus Dissipative
By Krishanu Sankar, Artur Scherer, Satoshi Kako, Sam Reifenstein, Navid Ghadermarzy, Willem B. Krayenhoff, Yoshitaka Inui, Edwin Ng, Tatsuhiro Onodera, Pooya Ronagh & Yoshihisa Yamamoto
arXiv preprint arXiv 2021
- Towards an Engineering Framework for Ultrafast Quantum Nonlinear Optics
By Ryotatsu Yanagimoto, Edwin Ng, Tatsuhiro Onodera & Hideo Mabuchi
Ultrafast Phenomena and Nanophotonics XXV 2021
- Engineering a Kerr-Based Deterministic Cubic Phase Gate via Gaussian Operations
By Tatsuhiro Onodera, Ryotatsu Yanagimoto, Edwin Ng, Logan Wright, Peter McMahon & Hideo Mabuchi
APS March Meeting Abstracts 2021
- Broadband Parametric Downconversion: An Analogy with Fano’s Theory of Atomic Autoionization
By Ryotatsu Yanagimoto, Edwin Ng, Marc Jankowski, Tatsuhiro Onodera, Martin Fejer & Hideo Mabuchi
APS March Meeting Abstracts 2021
- Efficient Simulation of Ultrafast Quantum Nonlinear Optics with Matrix Product States
- Broadband Parametric Downconversion as a Discrete-continuum Fano Interaction
By Ryotatsu Yanagimoto, Edwin Ng, Marc P. Jankowski, Tatsuhiro Onodera, Martin M. Fejer & Hideo Mabuchi
arXiv preprint arXiv 2020
- A Quantum Annealer with Fully Programmable All-to-all Coupling via Floquet Engineering
By Tatsuhiro Onodera, Edwin Ng & Peter L. McMahon
npj Quantum Information 2020
- Measurement-free Kerr-based Cubic Phase Gate with Gaussian Operations
By Ryotatsu Yanagimoto, Tatsuhiro Onodera, Edwin Ng, Logan G. Wright, Peter L. McMahon & Hideo Mabuchi
CLEO: QELS_Fundamental Science 2020
- Broadband Parametric Downconversion as a Discrete-continuum Fano Interaction
Adiabatic Fock-state-generation Scheme Using Kerr Nonlinearity
By Ryotatsu Yanagimoto, Edwin Ng, Tatsuhiro Onodera & Hideo Mabuchi
Physical Review A 2019
- Embedding Entanglement Generation Within a Measurement-feedback Coherent Ising Machine
By Ryotatsu Yanagimoto, Peter L. McMahon, Edwin Ng, Tatsuhiro Onodera & Hideo Mabuchi
arXiv preprint arXiv 2019
- Experimental Investigation of Performance Differences Between Coherent Ising Machines and a Quantum Annealer
By Ryan Hamerly, Takahiro Inagaki, Peter L McMahon, Davide Venturelli, Alireza Marandi, Tatsuhiro Onodera, Edwin Ng, Carsten Langrock, Kensuke Inaba, Toshimori Honjo, Koji Enbutsu, Takeshi Umeki, Ryoichi Kasahara, Shoko Utsunomiya, Satoshi Kako, Ken-ichi Kawarabayashi, Robert L. Byer, Martin M. Fejer, Hideo Mabuchi, Dirk Englund, Eleanor Rieffel, Hiroki Takesue & Yoshihisa Yamamoto
Science Advances 2019
- Input-Output Model of Pulsed Quantum Optics
By Tatsuhiro Onodera
Stanford University 2019
- Benchmarking Coherent Ising Machines and Quantum Annealers with MAX-CUT and SK Problems
By Ryan Hamerly, Takahiro Inagaki, Peter McMahon, Davide Venturelli, Alireza Marandi, Tatsuhiro Onodera, Edwin Ng, Eleanor Rieffel, Martin Fejer, Hideo Mabuchi, Shoko Utsunomiya, Hiroki Takesue & Yoshihisa Yamamoto
APS March Meeting Abstracts 2019
- Non-Gaussian Quantum Phenonema in Synchronously-pumped Optical Parametric Oscillator
By Tatsuhiro Onodera, Edwin Ng, Peter McMahon, Alireza Marandi & Hideo Mabuchi
APS March Meeting Abstracts 2019
- Embedding Entanglement Generation Within a Measurement-feedback Coherent Ising Machine
- Entangled-pulse Generation Inside Coherent Ising Machines Using Entanglement Swapping
By Ryotatsu Yanagimoto, Peter McMahon, Tatsuhiro Onodera, Edwin Ng & Hideo Mabuchi
APS March Meeting Abstracts 2019
- A Proposed Superconducting Circuit Quantum Annealer with Fully Programmable All-to-all Coupling
By Peter McMahon, Tatsuhiro Onodera & Edwin Ng
APS March Meeting Abstracts 2019
- Coherent Frequency Transfer of Optical Nonlinearities by Feedback Control of a Non-degenerate Optical Parametric Oscillator
By Edwin Ng, Tatsuhiro Onodera, Ryotatsu Yanagimoto & Hideo Mabuchi
APS March Meeting Abstracts 2019
Quantum vs. Optical Annealing: Benchmarking the OPO Ising Machine and D-wave
By Ryan Hamerly, Takahiro Inagaki, Peter L. McMahon, Davide Venturelli, Alireza Marandi, Tatsuhiro Onodera, Edwin Ng, Eleanor Rieffel, MM Fejer, Shoko Utsunomiya, Hiroki Takesue & Yoshihisa Yamamoto
CLEO: QELS_Fundamental Science 2018
- Scaling Advantages of All-to-all Connectivity in Physical Annealers: The Coherent Ising Machine vs D-wave 2000Q
By Ryan Hamerly, Takahiro Inagaki, Peter L McMahon, Davide Venturelli, Alireza Marandi, Tatsuhiro Onodera, Tatsuhiro Onodera, Edwin Ng, Carsten Langrock, Kensuke Inaba, Toshimori Honjo, Koji Enbutsu, Takeshi Umeki, Ryoichi Kasahara, Shoko Utsunomiya, Satoshi Kako, Ken-ichi Kawarabayashi, Robert L. Byer, Martin M. Fejer, Hideo Mabuchi, Eleanor Rieffel, Hiroki Takesue & Yoshihisa Yamamoto
Feedback 2018
- Progress on Coherent Ising Machines Constructed from Optical Parametric Oscillators
By Peter McMahon, Alireza Marandi, Ryan Hamerly, Edwin Ng, Tatsuhiro Onodera, Yoshitaka Haribara, Carsten Langrock, Davide Venturelli, Eleanor Rieffel, Shuhei Tamate, Takahiro Inagaki, Hiroki Takesue, Shoko Utsunomiya, Kazuyuki Aihara, Robert Byer, Martin Fejer, Hideo Mabuchi & Yoshihisa Yamamoto
APS March Meeting Abstracts 2018
- Coherent Quantum Effects in Networks of Degenerate Optical Parametric Oscillators
By Edwin Ng, Tatsuhiro Onodera, Peter McMahon, Alireza Marandi & Hideo Mabuchi
APS March Meeting Abstracts 2018
- Hybrid Model Reduction Techniques for Semiclassical Dynamics with Strong Quantum Features
By Tatsuhiro Onodera, Edwin Ng, Nikolas Tezak, Hardeep Sanghera & Hideo Mabuchi
APS March Meeting Abstracts 2018
- Scaling Advantages of All-to-all Connectivity in Physical Annealers: The Coherent Ising Machine vs D-wave 2000Q
- Nonlinear Coherent Feedback Control of a Non-degenerate Optical Parametric Oscillator
By Edwin Ng, Tatsuhiro Onodera & Hideo Mabuchi
Quantum Information and Measurement 2017
- A Quantum Network Model for the Coherent Ising Machine
By Tatsuhiro Onodera, Edwin Ng & Hideo Mabuchi
Quantum Information and Measurement 2017
- Nonlinear Coherent Feedback Control of a Non-degenerate Optical Parametric Oscillator
- Parametric Fluorescence in a Sequence of Resonators: An Analogy with Dicke Superradiance
By Tatsuhiro Onodera, Marco Liscidini, JE Sipe & LG Helt
Physical Review A 2016
- Parametric Fluorescence in a Sequence of Resonators: An Analogy with Dicke Superradiance
- Coherence in Parametric Fluorescence
By Tatsuhiro Onodera, Marco Liscidini, JE Sipe & LG Helt
arXiv preprint arXiv 2015
- Coherence in Parametric Fluorescence
- Super Spontaneous Four-wave Mixing
By Marco Liscidini, Tatsuhiro Onodera, LG Helt & JE Sipe
15th International Conference on Transparent Optical Networks (ICTON) 2013
- Superradiance in Parametric Fluorescence
By Marco Liscidini, Tatsuhiro Onodera, LG Helt & JE Sipe
CLEO 2013
- Super Spontaneous Four-wave Mixing
