A Reservoir Computing Framework for Continuous Gesture Recognition (Stephan Tietz, Doreen Jirak, Stefan Wermter) [slides]
Bistable Perception in Conceptor Networks (Felix Meyer zu Driehausen, RŸdiger Busche, Johannes Leugering, Gordon Pipa) [slides]
Overview on the PHRESCO project: PHotonic REServoir COmputing (Jean-Pierre Locquet) [slides]
Hyper-spherical reservoirs for Echo State Networks (Pietro Verzelli, Cesare Alippi, Lorenzo Livi) [slides]
A power-efficient architecture for on-chip reservoir computing (Stijn Sackesyn, Chonghuai Ma, Andrew Katumba, Joni Dambre, Peter Bienstman) [slides]
Optoelectronic reservoir computing using a mixed digital-analog hardware implementation (Miguel Soriano, Pau Massuti-Ballester, Jesœs Yelo, Ingo Fischer) [slides]
Comparison of Feature Extraction Techniques for Handwritten Digit Recognition with a Photonic Reservoir Computer (Piotr Antonik, Nicolas MARSAL, Daniel Brunner, Damien RONTANI) [slides]
Echo State Networks for Named Entity Recognition (Rajkumar Ramamurthy, Robin Stenzel, Rafet Sifa, Anna Ladi, Christian Bauckhage) [slides]
Reservoir-size dependent learning in analogue neural networks (Xavier Porte, Louis Andreoli, Maxime Jacquot, Laurent Larger, Daniel Brunner) [slides]
Reservoir Topology in Deep Echo State Networks (Claudio Gallicchio, Alessio Micheli) [slides]
Efficient Cross-Validation of Echo State Networks (Mantas Lukosevicius, Arnas Uselis) [slides]
Echo State Network with Adversarial Training (Takanori Akiyama, Gouhei Tanaka) [spotlight]
Using conceptors to transfer between long-term and short-term Memory (Anthony Strock, Nicolas Rougier, Xavier Hinaut) [spotlight]
Continual Learning exploiting Structure of Fractal Reservoir Computing (Taisuke Kobayashi) [spotlight]
Transferring reservoir computing: formulation and application to fluid physics (Masanobu Inubushi, Susumu Goto) [spotlight]
Classification of Human Actions in Videos with a Large-Scale Photonic Reservoir Computer (Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani) [spotlight]
Time Series Processing with VCSEL-based Reservoir Computer (Jean Benoit Heroux, Naoki Kanazawa, Piotr Antonik)
Echo State vs. LSTM Networks for Word Sense Disambiguation (Alexander Popov, Petia Koprinkova-Hristova, Kiril Simov, Petya Osenova) [spotlight]
Echo State Property of Neuronal Cell Culture (Tomoyuki Kubota, Kohei Nakajima, Hirokazu Takahashi) [spotlight]
Polarization dynamics of VCSELs improves reservoir computing performance (Jeremy Vatin, Damien Rontani, Marc Sciamanna) [spotlight]
Continuous Blood Pressure Estimation through Optimized Echo State Networks (Giuseppe Franco, Luca Cerina, Claudio Gallicchio, Alessio Micheli, Marco Domenico Santambrogio) [spotlight]
Multiple Pattern Generations and Itinerant dynamics in Reservoir Computing (Hiromichi Suetani) [spotlight]