Publications

High Spectral Efficiency Coherent Superchannel Transmission With Soliton Microcombs

Mikael Mazur, Myoung-Gyun Suh, Attila Fülöp, Jochen Schröder, Victor Torres-Company, Magnus Karlsson, Kerry J. Vahala, Peter A. Andrekson

Entanglement and photon anti-bunching in coupled non-degenerate parametric oscillators

Yoshitaka Inui and Yoshihisa Yamamoto

Towards an Engineering Framework for Ultrafast Quantum Nonlinear Optics

Ryotatsu Yanagimoto*, Edwin Ng*, Tatsuhiro Onodera, Hideo Mabuchi

Freely scalable and reconfigurable optical hardware for deep learning

Liane Bernstein, Alexander Sludds, Ryan Hamerly, Vivienne Sze, Joel Emer and Dirk Englund

Adiabatic landscape and optimal paths in ergodic systems

Sho Sugiura, Pieter W. Claeys, Anatoly Dymarsky, and Anatoli Polkovnikov

Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics

Daniel Kunin, Javier Sagastuy-Brena, Surya Ganguli, Daniel LK Yamins, Hidenori Tanaka

Quantum diffusion of microcavity solitons

Chengying Bao, Myoung-Gyun Suh, Boqiang Shen, Kemal Şafak, Anan Dai, Heming Wang, Lue Wu, Zhiquan Yuan, Qi-Fan Yang, Andrey B. Matsko, Franz X. Kärtner, Kerry J. Vahala

Mechanical quantum sensing in the search for dark matter

Daniel Carney, Gordan Krnjaic, David C. Moore, Cindy A. Regal, Gadi Afek, Sunil Bhave, Benjamin Brubaker, Thomas Corbitt, Jonathan Cripe, Nicole Crisosto, Andrew Geraci, Sohitri Ghosh, Jack G. E. Harris, Anson Hook, Edward W. Kolb, Jonathan Kunjummen, Rafael F. Lang, Tongcang Li, Tongyan Lin, Zhen Liu, Joseph Lykken, Lorenzo Magrini, Jack Manley, Nobuyuki Matsumoto, Alissa Monte, Fernando Monteiro, Thomas Purdy, C. Jess Riedel, Robinjeet Singh, Swati Singh, Kanupriya Sinha, Jacob M. Taylor, Juehang Qin, Dalziel J. Wilson, Yue Zhao

Oscillatory motion of a counterpropagating Kerr soliton dimer

Chengying Bao, Boqiang Shen, Myoung-Gyun Suh, Heming Wang, Kemal Şafak, Anan Dai, Andrey B. Matsko, Franz X. Kärtner, and Kerry Vahala

Entanglement and quantum discord in optically coupled coherent Ising machines

Yoshitaka Inui and Yoshihisa Yamamoto

Fundamental Thermal Noise Limits for Optical Microcavities

Christopher Panuski, Dirk Englund, and Ryan Hamerly

Pruning neural networks without any data by iteratively conserving synaptic flow

Hidenori Tanaka, Daniel Kunin, Daniel L. K. Yamins, Surya Ganguli

Coherent Ising machines - Quantum optics and neural network perspectives

Yoshihisa Yamamoto, Timothee Leleu, Surya Ganguli, Hideo Mabuchi

Coherent Ising machines with error correction feedback

Satoshi Kako, Leleu Timothee, Yoshitaka Inui, Farad Khoyratee and Yoshihisa Yamamoto

Thermo-Optic Multistability and Relaxation in Silicon Microring Resonators with Lateral Diodes

Dodd Gray, Ryan Hamerly, Meysam Namdari, Mircea-Traian Cătuneanu, Kambiz Jamshidi, Nate Bogdanowicz, and Hideo Mabuchi

Engineering a Kerr-Based Deterministic Cubic Phase Gate via Gaussian Operations

Ryotatsu Yanagimoto, Tatsuhiro Onodera, Edwin Ng, Logan G. Wright, Peter L. McMahon, and Hideo Mabuchi

Accelerating recurrent Ising machines in photonic integrated circuits

Mihika Prabhu, Charles Roques-Carmes, Yichen Shen, Nicholas Harris, Li Jing, Jacques Carolan, Ryan Hamerly, Tom Baehr-Jones, Michael Hochberg, Vladimir Čeperić, John D. Joannopoulos, Dirk R. Englund, and Marin Soljačić

A quantum annealer with fully programmable all-to-all coupling via Floquet engineering

Tatsuhiro Onodera, Edwin Ng & Peter L. McMahon  

Petermann-factor sensitivity limit near an exceptional point in a Brillouin ring laser gyroscope

Heming Wang, Yu-Hung Lai, Zhiquan Yuan, Myoung-Gyun Suh & Kerry Vahala

Mechanisms of spatiotemporal mode-locking

Logan G. Wright, Pavel Sidorenko, Hamed Pourbeyram, Zachary M. Ziegler, Andrei Isichenko, Boris A. Malomed, Curtis R. Menyuk, Demetrios N. Christodoulides & Frank W. Wise

Earth Rotation Measured by a Chip-Scale Ring Laser Gyroscope

Yu-Hung Lai, Myoung-Gyun Suh, Yu-Kun Lu, Boqiang Shen, Qi-Fan Yang, Heming Wang, Jiang Li, Seung Hoon Lee, Ki Youl Yang, Kerry Vahala

February 2020
Nature Photonics 2020

From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction

Hidenori Tanaka, Aran Nayebi, Niru Maheswaranathan, Lane McIntosh, Stephen A. Baccus, Surya Ganguli

Observation of the exceptional-point-enhanced Sagnac effect

Yu-Hung Lai, Yu-Kun Lu, Myoung-Gyun Suh, Zhiquan Yuan & Kerry Vahala

December 2019
Nature 576, 65–69

Microresonator soliton dual-comb imaging

Chengying Bao, Myoung-Gyun Suh, and Kerry Vahala

Experimental investigation of performance differences between coherent Ising machines and a quantum annealer

R. Hamerly, T. Inagaki, P. L. McMahon, D. Venturelli, A. Marandi, T. Onodera, E. Ng, C. Langrock, K. Inaba, T. Honjo, K. Enbutsu, T. Umeki, R. Kasahara, S. Utsunomiya, S. Kako, K. Kawarabayashi, R. L. Byer, M. M. Fejer, H. Mabuchi, D. Englund, E. Rieffel, H. Takesue, and Y. Yamamoto.

Destabilization of local minima in analog spin systems by correction of amplitude heterogeneity

T. Leleu, Y. Yamamoto, P.L. McMahon, and K. Aihara

Coherent Ising machines - optical neural networks operating at the quantum limit

Y. Yamamoto, K. Aihara, T. Leleu, K. Kawarabayashi, S. Kako, M. Fejer, K. Inoue and H. Takesue

Yoshitaka Haribara, Hitoshi Ishikawa, Shoko Utsunomiya, Kazuyuki Aihara, and Yoshihisa Yamamoto

A coherent Ising machine for 2000-node optimization problems

T. Inagaki, Y. Haribara, K. Igarashi, T. Sonobe, S. Tamate, T. Honjo, A. Marandi, P. L. McMahon, T. Umeki, K. Enbutsu, O. Tadanaga, H. Takenouchi, K. Aihara, K. Kawarabayashi, K. Inoue, S. Utsunomiya, and H. Takesue

November 2016
Science 354, 603-606

A fully-programmable 100-spin coherent Ising machine with all-to-all connections

P. L. McMahon, A. Marandi, Y. Haribara, R. Hamerly, C. Langrock, S. Tamate, T. Inagaki, H. Takesue, S. Utsunomiya, K. Aihara, R. L. Byer, M. M. Fejer, H. Mabuchi, and Y. Yamamoto

November 2016
Science 354, 615-617

Hiromasa Sakaguchi, Koji Ogata, Tetsu Isomura, Shoko Utsunomiya, Yoshihisa Yamamoto, and Kazuyuki Aihara

October 2016
Entropy 18, 365

Kenta Takata, Alireza Marandi, Ryan Hamerly, Yoshitaka Haribara, Daiki Maruo, Shuhei Tamate, Hiromasa Sakaguchi, Shoko Utsunomiya and Yoshihisa Yamamoto

September 2016
Sci. Rep. 6, 34089

Michael D. Fraser, Sven Höfling, and Yoshihisa Yamamoto

Ryan Hamerly, Kensuke Inaba, Takahiro Inagaki, Hiroki Takesue, Yoshihisa Yamamoto and Hideo Mabuchi

September 2016
Mod. Phys. vol. 30

Large-scale Ising spin network based on degenerate optical parametric oscillators

T. Inagaki, K. Inaba, R. Hamerly, K. Inoue, Y. Yamamoto, and H. Takesue

Network of time-multiplexed optical parametric oscillators as a coherent Ising machine

A. Marandi, Z. Wang, K. Takata, R. L. Byer, and Y. Yamamoto

Coherent Ising machine based on degenerate optical parametric oscillators

Z. Wang, A. Marandi, K. Wen, R. L. Byer, and Y. Yamamoto

Tim Byrnes, Shinsuke Koyama, Kai Yan and Yoshihisa Yamamoto

August 2013
Sci. Rep. 3, 2531

Kenta Takata, Shoko Utsunomiya and Yoshihisa Yamamoto

S. Utsunomiya, K. Takata, and Y. Yamamoto