McMahon, Peter L.
- Training of Physical Neural Networks
2024/06/05 by Ali Momeni, Babak Rahmani, Momeni, Ali +55 · 4 voices · 39 citations
Computer Science · Materials Science · #Machine Learning in Materials Science #Neural Networks and Applications #cs.LG #physics.app-ph
- Simulation Intelligence: Towards a New Generation of Scientific Methods
2021/12/06 by Alexander Lavin, David Krakauer, David C. Krakauer +49 · 2 voices · 10 citations
Decision Sciences · #Scientific Computing and Data Management #Simulation Techniques and Applications #cs.AI #cs.CE #cs.LG #cs.MS
- Ising machines as hardware solvers of combinatorial optimization problems
2022/04/01 by Naeimeh Mohseni, Peter L. McMahon, Mohseni, Naeimeh +3 · 63 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Applied Physics (physics.app-ph) #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Quantum Filter Diagonalization: Quantum Eigendecomposition without Full Quantum Phase Estimation
2019/09/19 by Robert M. Parrish, Peter L. McMahon, Parrish, Robert M. +1 · 24 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum and electron transport phenomena
- Inhomogeneous driving in quantum annealers can result in\n orders-of-magnitude improvements in performance
2018/06/28 by Juan I. Adame, Peter L. McMahon, Adame, Juan I. +1 · 4 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
- Solving the compute crisis with physics-based ASICs
2025/07/14 by Maxwell Aifer, Zach Belateche, Aifer, Maxwell +25 · 1 voice · 7 citations
#cs.ET #cs.AR
- Arbitrary control over multimode wave propagation for machine learning
2024/02/27 by Tatsuhiro Onodera, Onodera, Tatsuhiro, Martin M. Stein +23 · 7 citations
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Photonic and Optical Devices #Optical Network Technologies
- Roadmap on Neuromorphic Photonics
2025/01/14 by Daniel Brunner, Bhavin J. Shastri, Brunner, Daniel +328 · 2 voices · 10 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Neural Networks and Applications #Neural Networks and Reservoir Computing #cs.ET #physics.app-ph #physics.optics
- Hybrid Quantum/Classical Derivative Theory: Analytical Gradients and Excited-State Dynamics for the Multistate Contracted Variational Quantum Eigensolver
2019/06/20 by Robert M. Parrish, Parrish, Robert M., Edward G. Hohenstein +5 · 3 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena #Spectroscopy and Quantum Chemical Studies
- A Jacobi Diagonalization and Anderson Acceleration Algorithm For Variational Quantum Algorithm Parameter Optimization
2019/04/05 by Robert M. Parrish, Parrish, Robert M., Joseph T. Iosue +5 · 2 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
- Large-scale quantum reservoir computing using a Gaussian Boson Sampler
2025/05/19 by Cimini, Valeria, Sohoni, Mandar M., Presutti, Federico +7 · 13 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Highly multimode visible squeezed light with programmable spectral correlations through broadband up-conversion
2024/01/11 by Federico Presutti, Logan G. Wright, Presutti, Federico +11 · 4 citations
Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #FOS: Physical sciences #Optics (physics.optics) #Photonic and Optical Devices #Photorefractive and Nonlinear Optics #Quantum Physics (quant-ph)
- Programmable on-chip nonlinear photonics
2025/03/25 by Yanagimoto, Ryotatsu, Ash, Benjamin A., Sohoni, Mandar M. +7 · 6 citations
#Applied Physics (physics.app-ph) #FOS: Physical sciences #Optics (physics.optics)
- The Capacity of Quantum Neural Networks
2019/08/04 by Wright, Logan G., McMahon, Peter L. · 2 citations
#FOS: Physical sciences #Optics (physics.optics) #Quantum Physics (quant-ph)
- Embedding entanglement generation within a measurement-feedback coherent Ising machine
2019/06/12 by Yanagimoto, Ryotatsu, McMahon, Peter L., Ng, Edwin +2 · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Exponential advantage in quantum sensing of correlated parameters
2025/04/30 by Prabhu, Sridhar, Kremenetski, Vladimir, Khan, Saeed A. +2 · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)