Nonmasking-based reservoir computing with a single dynamic memristor for image recognition

Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations

Wolfgang Maass, Thomas Natschläger, Henry Markram · Neural Computation · 2002 · 4K citations · Full text

Computing, Computer Science, Dynamical Systems +16

Information processing using a single dynamical node as complex system

Lennert Appeltant, Miguel C. Soriano, Guy Van der Sande et al. · Nature Communications · 2011 · 1.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +14

An experimental unification of reservoir computing methods

D. Verstraeten, Benjamin Schrauwen, Michiel D’Haene et al. · Neural Networks · 2007 · 1.1K citations

Engineering, Computer Science, Petroleum Engineering +8

Reservoir computing using dynamic memristors for temporal information processing

Chao Du, Fuxi Cai, Mohammed A. Zidan et al. · Nature Communications · 2017 · 993 citations · Full text

Computing, Computer Systems, Machine Learning +10

Experimental demonstration of reservoir computing on a silicon photonics chip

Kristof Vandoorne, Pauline Mechet, Thomas Van Vaerenbergh et al. · Nature Communications · 2014 · 875 citations · Full text

Engineering, Computer Engineering, Computer Science +15