Natalia G. Berloff

23 papers Journal 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Attractor-Keyed Memory. CoRR Natalia G. Berloff
2025	J	`jnl`	Analog optical computer for AI inference and combinatorial optimization. Nat. Kirill P. Kalinin, Jannes Gladrow, Jiaqi Chu, James H. Clegg, Daniel Cletheroe, Douglas J. Kelly, Babak Rahmani, Grace Brennan, Burcu Canakci, Fabian Falck, Michael Hansen, Jim Kleewein, Heiner Kremer, Greg O'Shea, Lucinda Pickup, Saravan Rajmohan, Antony I. T. Rowstron, Victor Rühle, Lee Braine, Shrirang Khedekar, Natalia G. Berloff, Christos Gkantsidis, Francesca Parmigiani, Hitesh Ballani
2025	J	`jnl`	Exact Spin Elimination in Ising Hamiltonians and Energy-Based Machine Learning. CoRR Natalia G. Berloff
2025	J	`jnl`	Higher-Order Kuramoto Oscillator Network for Dense Associative Memory. CoRR Jona Nagerl, Natalia G. Berloff
2025	J	`jnl`	Phase Retrieval via Gain-Based Photonic XY-Hamiltonian Optimization. CoRR Richard Zhipeng Wang, Guangyao Li, Silvia Gentilini, Marcello Calvanese Strinati, Claudio Conti, Natalia G. Berloff
2025	J	`jnl`	Programmable k-local Ising Machines and all-optical Kolmogorov-Arnold Networks on Photonic Platforms. CoRR Nikita Stroev, Natalia G. Berloff
2025	J	`jnl`	Training of physical neural networks. Nat. 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, Francesco Morichetti, Philipp del Hougne, Manuel Le Gallo, Abu Sebastian, Azalia Mirhoseini, Cheng Zhang, Danijela Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury
2024	J	`jnl`	A Fully Analog Pipeline for Portfolio Optimization. CoRR James S. Cummins, Natalia G. Berloff
2024	J	`jnl`	Complex Vector Gain-Based Annealer for Minimizing XY Hamiltonians. CoRR James S. Cummins, Natalia G. Berloff
2024	J	`jnl`	Coupling Light with Matter for Identifying Dominant Subnetworks. CoRR Airat Kamaletdinov, Natalia G. Berloff
2024	J	`jnl`	Efficient Computation Using Spatial-Photonic Ising Machines: Utilizing Low-Rank and Circulant Matrix Constraints. CoRR Richard Zhipeng Wang, James S. Cummins, Marvin Syed, Nikita Stroev, George Pastras, Jason Sakellariou, Symeon Tsintzos, Alexis Askitopoulos, Daniele Veraldi, Marcello Calvanese Strinati, Silvia Gentilini, Davide Pierangeli, Claudio Conti, Natalia G. Berloff
2024	J	`jnl`	Fully Programmable Spatial Photonic Ising Machine by Focal Plane Division. CoRR Daniele Veraldi, Davide Pierangeli, Silvia Gentilini, Marcello Calvanese Strinati, Jason Sakellariou, James S. Cummins, Airat Kamaletdinov, Marvin Syed, Richard Zhipeng Wang, Natalia G. Berloff, Dimitrios Karanikolopoulos, Pavlos G. Savvidis, Claudio Conti
2024	J	`jnl`	Training of Physical Neural Networks. CoRR 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, Francesco Morichetti, Philipp del Hougne, Manuel Le Gallo, Abu Sebastian, Azalia Mirhoseini, Cheng Zhang, Danijela Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury
2023	J	`jnl`	Analog Iterative Machine (AIM): using light to solve quadratic optimization problems with mixed variables. CoRR Kirill P. Kalinin, George Mourgias-Alexandris, Hitesh Ballani, Natalia G. Berloff, James H. Clegg, Daniel Cletheroe, Christos Gkantsidis, István Haller, Vassily Lyutsarev, Francesca Parmigiani, Lucinda Pickup, Antony I. T. Rowstron
2023	J	`jnl`	Renaissance of Analogue Optical Computing. CoRR Nikita Stroev, Natalia G. Berloff
2022	J	`jnl`	Complex matter field universal models with optimal scaling for solving combinatorial optimization problems. CoRR Natalia G. Berloff
2021	J	`jnl`	Large-scale Sustainable Search on Unconventional Computing Hardware. CoRR Kirill P. Kalinin, Natalia G. Berloff
2021	J	`jnl`	XY Neural Networks. CoRR Nikita Stroev, Natalia G. Berloff
2020	J	`jnl`	Complexity continuum within Ising formulation of NP problems. CoRR Kirill P. Kalinin, Natalia G. Berloff
2020	J	`jnl`	Polaritonic XY-Ising Machine. CoRR Kirill P. Kalinin, Alberto Amo, Jacqueline Bloch, Natalia G. Berloff
2019	J	`jnl`	Discrete Polynomial Optimization with Coherent Networks of Condensates and Complex Coupling Switching. CoRR Nikita Stroev, Natalia G. Berloff
2019	J	`jnl`	Nonlinear systems for unconventional computing. CoRR Kirill P. Kalinin, Natalia G. Berloff
2018	J	`jnl`	Global optimization of spin Hamiltonians with gain-dissipative systems. CoRR Kirill P. Kalinin, Natalia G. Berloff