41 citations · 41 across the 3 of their papers we have counts for
7 papers
Experimental observation of chimera states in spiking neural networks based on degenerate optical parametric oscillators
Tumi Makinwa, Kensuke Inaba, Takahiro Inagaki +9
We experimentally demonstrate that networks of identical photonic spiking neurons based on coupled degenerate parametric oscillators can show various chimera states, in which, depe…
Coherent Ising Machines with Optical Error Correction Circuits
Sam Reifenstein, Satoshi Kako, Farad Khoyratee +2
We propose a network of open-dissipative quantum oscillators with optical error correction circuits. In the proposed network, the squeezed/anti-squeezed vacuum states of the consti…
Scaling advantage of nonrelaxational dynamics for high-performance combinatorial optimization
Timothee Leleu, Farad Khoyratee, Timothee Levi +3
The development of physical simulators, called Ising machines, that sample from low energy states of the Ising Hamiltonian has the potential to drastically transform our ability to…
Model-Size Reduction for Reservoir Computing by Concatenating Internal States Through Time
Yusuke Sakemi, Kai Morino, Timothée Leleu +1
Reservoir computing (RC) is a machine learning algorithm that can learn complex time series from data very rapidly based on the use of high-dimensional dynamical systems, such as r…
Coherent Ising machines -- Quantum optics and neural network perspectives
Y. Yamamoto, T. Leleu, S. Ganguli +1
A coherent Ising machine (CIM) is a network of optical parametric oscillators (OPOs), in which the "strongest" collective mode of oscillation at well above threshold corresponds to…
Coherent Ising machines with error correction feedback
Satoshi Kako, Timothée Leleu, Yoshitaka Inui +3
A non-equilibrium open-dissipative neural network, such as a coherent Ising machine based on mutually coupled optical parametric oscillators, has been proposed and demonstrated as…