Harnessing Disordered-Ensemble Quantum Dynamics for Machine Learning

Brain-Inspired Photonic Signal Processor for Generating Periodic Patterns and Emulating Chaotic Systems

(2017) Piotr Antonik et al.   Physical Review Applied

Computational quantum-classical boundary of noisy commuting quantum circuits

(2016) Keisuke Fujii et al.   Scientific Reports

Chaos in quantum channels

(2016) Pavan Hosur et al.   JOURNAL OF HIGH ENERGY PHYSICS

State preservation by repetitive error detection in a superconducting quantum circuit

(2015) J. Kelly et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Information processing via physical soft body

(2015) Kohei Nakajima et al.   Scientific Reports

Exploiting short-term memory in soft body dynamics as a computational resource

(2014) K. Nakajima et al.   Journal of the Royal Society Interface

Design and control of compliant tensegrity robots through simulation and hardware validation

(2014) K. Caluwaerts et al.   Journal of the Royal Society Interface

Superconducting quantum circuits at the surface code threshold for fault tolerance

(2014) R. Barends et al.   NATURE

Quantum principal component analysis

(2014) Seth Lloyd et al.   Nature Physics

Evidence for quantum annealing with more than one hundred qubits

(2014) Sergio Boixo et al.   Nature Physics

Quantum Support Vector Machine for Big Data Classification

(2014) Patrick Rebentrost et al.   PHYSICAL REVIEW LETTERS

Hardness of Classically Simulating the One-Clean-Qubit Model

(2014) Tomoyuki Morimae et al.   PHYSICAL REVIEW LETTERS

Quantum simulation

(2014) I. M. Georgescu et al.   REVIEWS OF MODERN PHYSICS

A million spiking-neuron integrated circuit with a scalable communication network and interface

(2014) P. A. Merolla et al.   SCIENCE

Defining and detecting quantum speedup

(2014) T. F. Ronnow et al.   SCIENCE

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

Quantum Speedup for Active Learning Agents

(2014) Giuseppe Davide Paparo et al.   Physical Review X

Robust timing and motor patterns by taming chaos in recurrent neural networks

(2013) Rodrigo Laje et al.   NATURE NEUROSCIENCE

A soft body as a reservoir: case studies in a dynamic model of octopus-inspired soft robotic arm

(2013) Kohei Nakajima et al.   Frontiers in Computational Neuroscience

Parallel photonic information processing at gigabyte per second data rates using transient states

(2013) Daniel Brunner et al.   Nature Communications

Towards a theoretical foundation for morphological computation with compliant bodies

(2012) Helmut Hauser et al.   BIOLOGICAL CYBERNETICS

Photonic neural networks

(2012) Damien Woods et al.   Nature Physics

Goals and opportunities in quantum simulation

(2012) J. Ignacio Cirac et al.   Nature Physics

Quantum simulations with ultracold quantum gases

(2012) Immanuel Bloch et al.   Nature Physics

Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing

(2012) L. Larger et al.   OPTICS EXPRESS

Optoelectronic Reservoir Computing

(2012) Y. Paquot et al.   Scientific Reports

Projective simulation for artificial intelligence

(2012) Hans J. Briegel et al.   Scientific Reports

Information Processing Capacity of Dynamical Systems

(2012) Joni Dambre et al.   Scientific Reports

Emergent Criticality in Complex Turing B-Type Atomic Switch Networks

(2011) Adam Z. Stieg et al.   ADVANCED MATERIALS

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications

Quantum computing with NMR

(2010) Jonathan A. Jones   PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY

Universal Computation by Quantum Walk

(2009) Andrew M. Childs   PHYSICAL REVIEW LETTERS

NEUROSCIENCE: Transient Dynamics for Neural Processing

(2008) M. Rabinovich et al.   SCIENCE