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IPython Interactive Computing and Visualization Cookbook
IPython Interactive Computing and Visualization Cookbook

Over 100 hands-on recipes to sharpen your skills in high-performance numerical computing and data science with Python

About This Book

  • Leverage the new features of the IPython notebook for interactive web-based big data analysis and visualization
  • Become an expert in high-performance...
Green's Functions for Solid State Physicists
Green's Functions for Solid State Physicists
This volume shows how the analytic properties in the complex energy plane of the Green's functions of many particle systems account for the physical effects (level, shifts, damping, instabilities) characteristic of interacting systems. It concentrates on general physical principles and, while it does not discuss experiments in detail, includes...
Deep Learning with Python: A Hands-on Introduction
Deep Learning with Python: A Hands-on Introduction
Discover the practical aspects of implementing deep-learning solutions using the rich Python ecosystem. This book bridges the gap between the academic state-of-the-art and the industry state-of-the-practice by introducing you to deep learning frameworks such as Keras, Theano, and Caffe. The practicalities of these frameworks is often...
An Interactive Multimedia Introduction to Signal Processing
An Interactive Multimedia Introduction to Signal Processing

Together the book and CD-ROM form a learning system that provides both investigative studies and the visualization of complex processes. A didactic concept is undertaken for microelectronics, computer technology and communication engineering, which deals with the visualization of signals and processes in addition to graphical programming of...

Brain Theory From A Circuits And Systems Perspective
Brain Theory From A Circuits And Systems Perspective

This book models  an idealized neuron as being driven by basic electrical elements, the goal being to systematically characterize the logical properties of neural pulses.  In order to constitute a system, neurons as pulsating devices may be represented using novel circuit elements as delineated in this book.  A plausible brain...

Pathways Through Applied and Computational Physics (Undergraduate Lecture Notes in Physics)
Pathways Through Applied and Computational Physics (Undergraduate Lecture Notes in Physics)

This book is intended for undergraduates and young researchers who wish to understand the role that different branches of physics and mathematics play in the execution of actual experiments. The unique feature of the book is that all the subjects addressed are strictly interconnected within the context of the execution of a single experiment...

Teaching Language and Teaching Literature in Virtual Environments
Teaching Language and Teaching Literature in Virtual Environments
This book sheds new light on language and literature teaching, and offers examples of teaching language in virtual environments. Providing an overview of virtual environments for teaching, it also includes chapters devoted to methodology design for second language teaching in these environments. Further it describes tools for second/ foreign...
Recent Advances in Applied Probability
Recent Advances in Applied Probability
Text databases are becoming larger and larger, the best example being the
World Wide Web (or just Web). For this reason, the importance of the information
retrieval (IR) and related topics such as text mining, is increasing every
day [Baeza-Yates & Ribeiro-Neto, 1999]. However, doing experiments in large
text collections is
...
Dynamical Systems and Fractals: Computer Graphics Experiments with Pascal
Dynamical Systems and Fractals: Computer Graphics Experiments with Pascal
This study of chaos, fractals and complex dynamics is intended for anyone familiar with computers. While keeping the mathematics to a simple level with few formulas, the reader is introduced to an area of current scientific research that was scarcely possible until the availability of computers. The book is divided into two main parts; the...
Adaptive Filtering Primer with MATLAB (Electrical Engineering Primer Series)
Adaptive Filtering Primer with MATLAB (Electrical Engineering Primer Series)

Because of the wide use of adaptive filtering in digital signal processing and, because most of the modern electronic devices include some type of an adaptive filter, a text that brings forth the fundamentals of this field was necessary. The material and the principles presented in this book are easily accessible to engineers, scientists, and...

Simulation: The Practice of Model Development and Use
Simulation: The Practice of Model Development and Use
Simulation models enable the user to better understand and explore improvements to an operations system such as a manufacturing, service, transport or supply system. It is a powerful management tool, providing a means for improving an organization’s efficiency and effectiveness. Advances in modern software mean that simulation is...
Neural Networks and Micromechanics
Neural Networks and Micromechanics

This is an interdisciplinary field of research involving the use of neural network techniques for image recognition applied to tasks in the area of micromechanics. The book is organized into chapters on classic neural networks and novel neural classifiers; recognition of textures and object forms; micromechanics; and adaptive algorithms with...

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