Two main challenges faced by deep learning systems are related to Latest Product Releases & Innovations – Stay Updated! the amount of data and the complexity of the model concerning the number and type of layers and the number of training parameters.In this paper, we propose an end-to-end Arabic lip-reading system that can be trained on a limited
Detection of seed-borne pathogenic bacteria of northern black wattle (Acacia auriculiformis A.Cunn.ex enth.).Intensive research of seed-borne pathogen of A.mangium and A.crassicarpa which have been established in industrial timber estate (HTI) was undertaken in Indonesia, while plantings development of northern black wattle have recently been estab
The paper presents the results of the application of MOCVD growth technique for formation of the GaAs/AlAs laser structures with InGaAs quantum wells on Si substrates with a relaxed Ge buffer.The fabricated laser diodes were of micro-striped type designed for the operation under the electrical pumping.Influence of the Si substrate offcut from the [
We study the time evolution of thermodynamic observables that characterise the dissipative nature of thermal relaxation after an instantaneous temperature quench.Combining tools from stochastic thermodynamics and large-deviation theory, we develop a powerful theory for computing the large-deviation statistics of such observables.Our method naturall