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Currently displaying 1 - 20 of 151 publications

Attractor-Keyed Memory

NG Berloff

(2026)

(link to publication)

Phase Retrieval via Gain-Based Photonic XY-Hamiltonian Optimization.

RZ Wang, G Li, S Gentilini, D Pierangeli, MC Strinati, C Conti, NG Berloff

– CoRR

(2026)

abs/2505.04766,

(doi: 10.1038/s42005-026-02525-7)

Polychronous Wave Computing: Timing-Native Address Selection in Spiking Networks

NG Berloff

(2026)

(link to publication)

Programmable k-local Ising Machines and all‑optical Kolmogorov-Arnold Networks on Photonic Platforms

N Berloff, N Stroev

(2025)

(doi: 10.21203/rs.3.rs-8264191/v1)

A Unified Analytic Framework for Microlensing Caustics: Geode Solutions and Hyper--Catalan Signatures

G Berloff, NG Berloff

(2025)

(link to publication)

Analog Optical Computer for AI Inference and Combinatorial Optimization

KP Kalinin, J Gladrow, J Chu, JH Clegg, D Cletheroe, DJ Kelly, B Rahmani, G Brennan, B Canakci, F Falck, M Hansen, J Kleewein, H Kremer, G O'Shea, L Pickup, S Rajmohan, A Rowstron, V Ruhle, L Braine, S Khedekar, NG Berloff, C Gkantsidis, F Parmigiani, H Ballani

– Nature

(2025)

645,

354

(doi: 10.1038/s41586-025-09430-z)

Higher-Order Kuramoto Oscillator Network for Dense Associative Memory

J Nagerl, NG Berloff

(2025)

(link to publication)

Physics-inspired Computing and its Applications

Z Wang

(2025)

(doi: 10.17863/CAM.122633)

Vector Ising Spin Annealer for Minimizing Ising Hamiltonians

JS Cummins, NG Berloff

– Communications Physics

(2025)

225

(doi: 10.1038/s42005-025-02145-7)

Vector Ising spin annealer for minimizing Ising Hamiltonians

JS Cummins, NG Berloff

– Communications Physics

(2025)

225

(doi: 10.1038/s42005-025-02145-7)

Exact Spin Elimination in Ising Hamiltonians and Energy-Based Machine Learning

NG Berloff

(2025)

(link to publication)

Phase Retrieval via Gain-Based Photonic XY-Hamiltonian Optimization

RZ Wang, G Li, S Gentilini, MC Strinati, C Conti, NG Berloff

(2025)

(link to publication)

Instantons and Rarefaction Pulses as Pathways to Global Phase Coherence in Gain-Based Optical Networks

RZ Wang, NG Berloff

(2025)

(link to publication)

Efficient computation using spatial-photonic Ising machines with low-rank and circulant matrix constraints

RZ Wang, JS Cummins, M Syed, N Stroev, G Pastras, J Sakellariou, S Tsintzos, A Askitopoulos, D Veraldi, M Calvanese Strinati, S Gentilini, D Pierangeli, C Conti, NG Berloff

– Communications Physics

(2025)

(doi: 10.1038/s42005-025-01987-5)

Fully Programmable Spatial Photonic Ising Machine by Focal Plane Division.

D Veraldi, D Pierangeli, S Gentilini, MC Strinati, J Sakellariou, JS Cummins, A Kamaletdinov, M Syed, RZ Wang, NG Berloff, D Karanikolopoulos, PG Savvidis, C Conti

– Physical review letters

(2025)

abs/2410.10689,

063802

(doi: 10.1103/physrevlett.134.063802)

Ising Hamiltonian Minimization: Gain-Based Computing with Manifold Reduction of Soft-Spins vs Quantum Annealing

JS Cummins, H Salman, NG Berloff

(2025)

(doi: 10.48550/arxiv.2311.17359)

Ising Hamiltonian minimization: Gain-based computing with manifold reduction of soft spins vs quantum annealing

JS Cummins, H Salman, NG Berloff

– Physical Review Research