Memristor Models for Machine Learning

Frequency modulation of large oscillatory neural networks

(2014) Francis wyffels et al.   BIOLOGICAL CYBERNETICS

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

Nanophotonic Reservoir Computing With Photonic Crystal Cavities to Generate Periodic Patterns

(2014) Martin Andre Agnes Fiers et al.   IEEE Transactions on Neural Networks and Learning Systems

Synaptic electronics: materials, devices and applications

(2013) Duygu Kuzum et al.   NANOTECHNOLOGY

A theoretical and experimental study of neuromorphic atomic switch networks for reservoir computing

(2013) Henry O Sillin et al.   NANOTECHNOLOGY

Integration of nanoscale memristor synapses in neuromorphic computing architectures

(2013) Giacomo Indiveri et al.   NANOTECHNOLOGY

Nanobatteries in redox-based resistive switches require extension of memristor theory

(2013) I. Valov et al.   Nature Communications

Missing the Memristor

(2012) Sascha Vongehr  

Locomotion Without a Brain: Physical Reservoir Computing in Tensegrity Structures

(2012) K. Caluwaerts et al.   ARTIFICIAL LIFE

Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks

(2012) Femke Ongenae et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Real-time detection of epileptic seizures in animal models using reservoir computing

(2012) Pieter Buteneers et al.   EPILEPSY RESEARCH

Analytical Solution of Circuits Employing Voltage- and Current-Excited Memristors

(2012) Zdeněk Biolek et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Echo State Property Linked to an Input: Exploring a Fundamental Characteristic of Recurrent Neural Networks

(2012) G. Manjunath et al.   NEURAL COMPUTATION

Regularization and stability in reservoir networks with output feedback

(2012) René Felix Reinhart et al.   NEUROCOMPUTING

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

(2012) L. Larger et al.   OPTICS EXPRESS

Neuromorphic Atomic Switch Networks

(2012) Audrius V. Avizienis et al.   PLoS One

Optoelectronic Reservoir Computing

(2012) Y. Paquot 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

Sensory and short-term memory formations observed in a Ag2S gap-type atomic switch

(2011) Takeo Ohno et al.   APPLIED PHYSICS LETTERS

Electric currents in networks of interconnected memristors

(2011) Ehsan Nedaaee Oskoee et al.   PHYSICAL REVIEW E

Device Properties of Bernoulli Memristors

(2011) Panayiotis S. Georgiou et al.   PROCEEDINGS OF THE IEEE

Memory in linear recurrent neural networks in continuous time

(2009) Michiel Hermans et al.   NEURAL NETWORKS

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE