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Peter L. McMahon
Person information
- affiliation: Cornell University, Ithaca, NY, USA
- affiliation (former): Stanford University, CA, USA
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2020 – today
- 2024
- [j6]Maxwell G. Anderson, Shi-Yuan Ma, Tianyu Wang, Logan G. Wright, Peter L. McMahon:
Optical Transformers. Trans. Mach. Learn. Res. 2024 (2024) - [j5]Abhishek Kumar Singh
, Ari Kapelyan, Minsung Kim
Uplink MIMO Detection Using Ising Machines: A Multi-Stage Ising Approach. IEEE Trans. Wirel. Commun. 23(11): 17037-17053 (2024) - [i14]Tatsuhiro Onodera, Martin M. Stein, Benjamin A. Ash, Mandar M. Sohoni, Melissa Bosch, Ryotatsu Yanagimoto, Marc Jankowski, Timothy P. McKenna, Tianyu Wang
Scaling on-chip photonic neural processors using arbitrarily programmable wave propagation. CoRR abs/2402.17750 (2024) - [i13]Ali Momeni, Babak Rahmani, Benjamin Scellier, Logan G. Wright, Peter L. McMahon, Clara C. Wanjura, Yuhang Li, Anas Skalli, Natalia G. Berloff, Tatsuhiro Onodera, Ilker Oguz
Training of Physical Neural Networks. CoRR abs/2406.03372 (2024) - 2023
- [i12]Giovanni Finocchio, Supriyo Bandyopadhyay, Peng Lin, Gang Pan, J. Joshua Yang
Roadmap for Unconventional Computing with Nanotechnology. CoRR abs/2301.06727 (2023) - [i11]Maxwell G. Anderson, Shi-Yuan Ma, Tianyu Wang
Optical Transformers. CoRR abs/2302.10360 (2023) - [i10]Shi-Yuan Ma, Tianyu Wang, Jérémie Laydevant, Logan G. Wright, Peter L. McMahon:
Quantum-noise-limited optical neural networks operating at a few quanta per activation. CoRR abs/2307.15712 (2023) - [i9]Peter L. McMahon:
The physics of optical computing. CoRR abs/2308.00088 (2023) - [i8]Jérémie Laydevant, Logan G. Wright, Tianyu Wang, Peter L. McMahon:
The hardware is the software. CoRR abs/2310.18335 (2023) - 2022
- [j4]Peter Cha
Attention-based quantum tomography. Mach. Learn. Sci. Technol. 3(1): 01 (2022) - [j3]Logan G. Wright
Deep physical neural networks trained with backpropagation. Nat. 601(7894): 549-555 (2022) - [j2]Abhishek Kumar Singh
Ising Machines' Dynamics and Regularization for Near-Optimal MIMO Detection. IEEE Trans. Wirel. Commun. 21(12): 11080-11094 (2022) - [c6]Abhishek Kumar Singh
Regularized Ising Formulation for Near-Optimal MIMO Detection using Quantum Inspired Solvers. GLOBECOM 2022: 2517-2522 - [i7]Tianyu Wang, Mandar M. Sohoni, Logan G. Wright, Martin M. Stein, Shi-Yuan Ma, Tatsuhiro Onodera, Maxwell G. Anderson, Peter L. McMahon:
Image sensing with multilayer, nonlinear optical neural networks. CoRR abs/2207.14293 (2022) - 2021
- [c5]Tianyu Wang, Shi-Yuan Ma, Logan G. Wright, Tatsuhiro Onodera, Brian C. Richard, Peter L. McMahon:
A Photonic Neural Network Using < 1 Photon per Scalar Multiplication. HCS 2021: 1-15 - [i6]Logan G. Wright, Tatsuhiro Onodera, Martin M. Stein, Tianyu Wang, Darren T. Schachter, Zoey Hu, Peter L. McMahon:
Deep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems. CoRR abs/2104.13386 (2021) - [i5]Tianyu Wang, Shi-Yuan Ma, Logan G. Wright, Tatsuhiro Onodera, Brian C. Richard, Peter L. McMahon:
An optical neural network using less than 1 photon per multiplication. CoRR abs/2104.13467 (2021) - [i4]Abhishek Kumar Singh, Kyle Jamieson, Davide Venturelli, Peter L. McMahon:
Ising Machines' Dynamics and Regularization for Near-Optimal Large and Massive MIMO Detection. CoRR abs/2105.10535 (2021) - [i3]Alexander Lavin, Hector Zenil, Brooks Paige, David Krakauer, Justin Gottschlich, Tim Mattson, Anima Anandkumar, Sanjay Choudry, Kamil Rocki, Atilim Günes Baydin, Carina Prunkl, Olexandr Isayev, Erik Peterson, Peter L. McMahon, Jakob H. Macke, Kyle Cranmer, Jiaxin Zhang, Haruko M. Wainwright, Adi Hanuka, Manuela Veloso, Samuel Assefa, Stephan Zheng, Avi Pfeffer:
Simulation Intelligence: Towards a New Generation of Scientific Methods. CoRR abs/2112.03235 (2021) - 2020
- [i2]Peter Cha, Paul Ginsparg, Felix Wu, Juan Carrasquilla, Peter L. McMahon, Eun-Ah Kim:
Attention-based Quantum Tomography. CoRR abs/2006.12469 (2020)
2010 – 2019
- 2018
- [i1]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, Eleanor Gilbert Rieffel, Hiroki Takesue, Yoshihisa Yamamoto:
Scaling advantages of all-to-all connectivity in physical annealers: the Coherent Ising Machine vs. D-Wave 2000Q. CoRR abs/1805.05217 (2018) - 2012
- [j1]Kristiaan De Greve
Quantum-dot spin-photon entanglement via frequency downconversion to telecom wavelength. Nat. 491(7424): 421-425 (2012) - 2010
- [c4]Sang Kyun Kim, Peter Leonard McMahon, Kunle Olukotun:
A Large-Scale Architecture for Restricted Boltzmann Machines. FCCM 2010: 201-208 - [c3]Kristian Stevens, Henry Chen, Terry Filiba, Peter L. McMahon, Yun S. Song:
Application of a reconfigurable computing cluster to ultra high throughput genome resequencing (abstract only). FPGA 2010: 284 - [c2]Kristian Stevens, Henry Chen, Terry Filiba, Peter L. McMahon, Yun S. Song:
SeqHive: A Reconfigurable Computer Cluster for Genome Re-sequencing. FPL 2010: 442-447
2000 – 2009
- 2009
- [c1]Sang Kyun Kim, Lawrence C. McAfee, Peter Leonard McMahon, Kunle Olukotun:
A highly scalable Restricted Boltzmann Machine FPGA implementation. FPL 2009: 367-372
Coauthor Index
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