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10/31/2019
A Dynamically Controlled Recurrent Neural Network for Modeling Dynamical Systems
This work proposes a novel neural network architecture, called the Dynam...
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06/11/2018
State Space Representations of Deep Neural Networks
This paper deals with neural networks as dynamical systems governed by d...
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09/26/2017
Symbolic Analysis-based Reduced Order Markov Modeling of Time Series Data
This paper presents a technique for reduced-order Markov modeling for co...
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02/10/2015
Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification
Dictionary learning algorithms have been successfully used in both recon...
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02/04/2015