Echo State Property of Deep Reservoir Computing Networks

A local Echo State Property through the largest Lyapunov exponent

(2016) Gilles Wainrib et al.   NEURAL NETWORKS

A Biologically Inspired Framework for Visual Information Processing and an Application on Modeling Bottom-Up Visual Attention

(2016) Ala Aboudib et al.   Cognitive Computation

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

The Cognitive Mechanisms of Multi-scale Perception for the Recognition of Extremely Similar Faces

(2015) Yasuomi D. Sato et al.   Cognitive Computation

Acoustic Modeling With Hierarchical Reservoirs

(2013) Fabian Triefenbach et al.   IEEE Transactions on Audio Speech and Language Processing

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

(2012) G. Manjunath et al.   NEURAL COMPUTATION

Re-visiting the echo state property

(2012) Izzet B. Yildiz et al.   NEURAL NETWORKS

Architectural and Markovian factors of echo state networks

(2011) Claudio Gallicchio et al.   NEURAL NETWORKS

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

(2010) Dan Claudiu Cireşan et al.   NEURAL COMPUTATION

Improving reservoirs using intrinsic plasticity

(2008) Benjamin Schrauwen et al.   NEUROCOMPUTING