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From the Publisher: This is the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts, the book examines techniques fo...

The central building block of convolutional neural networks (CNNs) is the convolution operator, which enables networks to construct informative features by fusing both spatial and channel-wise information within local re...

Part 1 The lexical database: nouns in WordNet, George A. Miller modifiers in WordNet, Katherine J. Miller a semantic network of English verbs, Christiane Fellbaum design and implementation of the WordNet lexical database...

Materias / palabras clave: quantitative modelling, network-based modelling, complex networks, real world problems; Technology: Technology (General): Industrial engineering. Management engineering: Applied mathematics. Quantitative methods

Materias / palabras clave: transportation science and technology, intelligent transportation systems, smart transportation, transport planning, network modelling, traffic safety; Technology: Engineering (General). Civil engineering (General): Tran...

Materias / palabras clave: neural networks, computational neuroscience, decision making, neurons, brain modelling; Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry

Materias / palabras clave: complex biological networks, molecular biology, systems biology, cellular dynamics, biological modelling; Science: Biology (General)

Materias / palabras clave: machine learning, randomized learning, neural networks, stochastic configuration networks, industrial data modelling, internet industry; Science: Mathematics: Instruments and machines: Electronic computers. Computer scie...