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Transformers for Natural Language Processing: Build innovative deep neural network architectures for NLP with Python, PyTorch, TensorFlow, BERT, RoBERTa, and more
Transformers for Natural Language Processing: Build innovative deep neural network architectures for NLP with Python, PyTorch, TensorFlow, BERT, RoBERTa, and more

Take your NLP knowledge to the next level and become an AI language understanding expert by mastering the quantum leap of Transformer neural network models

Key Features

  • Build and implement state-of-the-art language models, such as the original Transformer, BERT, T5, and GPT-2, using...
Foundations of Robotics: Analysis and Control
Foundations of Robotics: Analysis and Control

Foundations of Robotics presents the fundamental concepts and methodologies for the analysis, design, and control of robot manipulators. It explains the physical meaning of the concepts and equations used, and it provides, in an intuitively clear way, the necessary background in kinetics, linear algebra, and control theory....

Data Fusion: Concepts and Ideas
Data Fusion: Concepts and Ideas

This textbook provides a comprehensive introduction to the concepts and idea of multisensor data fusion.
It is an extensively revised second edition of the author's successful book: "Multi-Sensor Data Fusion:
An Introduction" which was originally published by Springer-Verlag in 2007.
The main changes in
...

Pattern Recognition and Image Processing (Woodhead Publishing Series in Optical and Electronic Materials)
Pattern Recognition and Image Processing (Woodhead Publishing Series in Optical and Electronic Materials)
This book delivers a course module for advanced undergraduates, postgraduates and researchers of electronics, computing science, medical imaging, or wherever the study of identification and classification of objects by electronics-driven image processing and pattern recognition is relevant. Object analysis first uses image processing to detect...
Intelligent Automation and Systems Engineering (Lecture Notes in Electrical Engineering)
Intelligent Automation and Systems Engineering (Lecture Notes in Electrical Engineering)

Intelligent systems are required to facilitate the use of information provided by the internet and other computer based technologies. This book describes the state-of-the-art in Intelligent Automation and Systems Engineering. Topics covered include Intelligent decision making, Automation, Robotics, Expert systems, Fuzzy systems,...

Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence
Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence

There are many books on neural networks, some of which cover computational intelligence, but none that incorporate both feature extraction and computational intelligence, as Supervised and Unsupervised Pattern Recognition does. This volume describes the application of a novel, unsupervised pattern recognition scheme to the classification of...

Handbook of Small Animal Radiology and Ultrasound: Techniques and Differential Diagnoses, 2e
Handbook of Small Animal Radiology and Ultrasound: Techniques and Differential Diagnoses, 2e

The Handbook of Small Animal Radiology and Ultrasound: Techniques and Differential Diagnoses provides a user-friendly reference for a wide range of radiographic and ultrasonographic findings in dogs and cats.

Key features

  • Enables successful and clear interpretation of radiographs and...
Antenna Theory and Design
Antenna Theory and Design
The first edition of Antenna Theory and Design was published in 1981 and the second in 1998. This three-decade span has seen major expansions of antenna application areas, mainly in wireless communications. Along with technology advances has come public awareness of the presence and importance of antennas. Base station antennas are...
Biological Control of Insect Pests Using Egg Parasitoids
Biological Control of Insect Pests Using Egg Parasitoids

The theme of the book is highly relevant to the current emphasis on environment conservation, with focus on native biodiversity conservation in agro-ecosystems. The current impetus being given to organic farming and export oriented agri-hortculture in the country calls for access to relevant scientific knowledge base among the stakeholders....

Compression Schemes for Mining Large Datasets: A Machine Learning Perspective
Compression Schemes for Mining Large Datasets: A Machine Learning Perspective

This book addresses the challenges of data abstraction generation using a least number of database scans, compressing data through novel lossy and non-lossy schemes, and carrying out clustering and classification directly in the compressed domain. Schemes are presented which are shown to be efficient both in terms of space and time, while...

Inkjet Technology for Digital Fabrication
Inkjet Technology for Digital Fabrication

Whilst inkjet technology is well-established on home and small office desktops and is now having increasing impact in commercial printing, it can also be used to deposit materials other than ink as individual droplets at a microscopic scale. This allows metals, ceramics, polymers and biological materials (including living cells) to be...

Deep Sequencing Data Analysis (Methods in Molecular Biology)
Deep Sequencing Data Analysis (Methods in Molecular Biology)

The new genetic revolution is fuelled by Deep Sequencing (or Next Generation Sequencing) apparatuses which, in essence, read billions of nucleotides per reaction. Effectively, when carefully planned, any experimental question which can be translated into reading nucleic acids can be applied.In Deep Sequencing Data...

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