Memory properties of electromigrated Au nanogaps to realize reservoir computing

Gold nanogap-based artificial synapses

(2020) Keita Sakai et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

Physical reservoir computing—an introductory perspective

(2020) Kohei Nakajima   JAPANESE JOURNAL OF APPLIED PHYSICS

Machine learning-based approach for automatically tuned feedback-controlled electromigration

(2020) Y. Iwata et al.   AIP Advances

Physical reservoir computing based on spin torque oscillator with forced synchronization

(2019) Sumito Tsunegi et al.   APPLIED PHYSICS LETTERS

Reservoir computing with dipole-coupled nanomagnets

(2019) Hikaru NOMURA et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

Synaptic behaviors of electromigrated Au nanogaps

(2019) Keita Sakai et al.   AIP Advances

Fabrication of atomic junctions with experimental parameters optimized using ground-state searches of Ising spin computing

(2019) Shotaro Sakai et al.   Scientific Reports

Impact of input mask signals on delay-based photonic reservoir computing with semiconductor lasers

(2018) Yoma Kuriki et al.   OPTICS EXPRESS

Potential implementation of reservoir computing models based on magnetic skyrmions

(2018) George Bourianoff et al.   AIP Advances

Evaluation of memory capacity of spin torque oscillator for recurrent neural networks

(2018) Sumito Tsunegi et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

Reservoir computing with a single delay-coupled non-linear mechanical oscillator

(2018) Guillaume Dion et al.   JOURNAL OF APPLIED PHYSICS

Investigation of electromigration induced by field emission current flowing through Au nanogaps in ambient air

(2017) Kazuki Inoue et al.   JOURNAL OF APPLIED PHYSICS

Reservoir computing using dynamic memristors for temporal information processing

(2017) Chao Du et al.   Nature Communications

Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization

(2017) Piotr Antonik et al.   IEEE Transactions on Neural Networks and Learning Systems

High-Speed Photonic Reservoir Computing Using a Time-Delay-Based Architecture: Million Words per Second Classification

(2017) Laurent Larger et al.   Physical Review X

Harnessing Disordered-Ensemble Quantum Dynamics for Machine Learning

(2017) Keisuke Fujii et al.   Physical Review Applied

Laser dynamical reservoir computing with consistency: an approach of a chaos mask signal

(2016) Joma Nakayama et al.   OPTICS EXPRESS

Simultaneous fabrication of nanogap electrodes using field-emission-induced electromigration

(2015) Mitsuki Ito et al.   JOURNAL OF APPLIED PHYSICS

Structural tuning of nanogaps using electromigration induced by field emission current with bipolar biasing

(2015) Mamiko Yagi et al.   JOURNAL OF APPLIED PHYSICS

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

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

Constructing optimized binary masks for reservoir computing with delay systems

(2014) Lennert Appeltant et al.   Scientific Reports

Computational capabilities of random automata networks for reservoir computing

(2013) David Snyder et al.   PHYSICAL REVIEW E

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

(2012) L. Larger et al.   OPTICS EXPRESS

Information Processing Capacity of Dynamical Systems

(2012) Joni Dambre et al.   Scientific Reports

A newly investigated approach for the control of tunnel resistance of nanogaps using field-emission-induced electromigration

(2011) Kazutoshi Takiya et al.   APPLIED SURFACE SCIENCE

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications

Fabrication of nanogap electrodes by field-emission-induced electromigration

(2009) Yusuke Tomoda et al.   JOURNAL OF VACUUM SCIENCE & TECHNOLOGY B