Free Download Neural Networks with Model Compression (Computational Intelligence Methods and Applications)
English | 2024 | ISBN: 9819950678 | 269 Pages | PDF EPUB (True) | 34 MB
Deep learning has achieved impressive results in image classification, computer vision and natural language processing. To achieve better performance, deeper and wider networks have been designed, which increase the demand for computational resources. The number of floating-point operations (FLOPs) has increased dramatically with larger networks, and this has become an obstacle for convolutional neural networks (CNNs) being developed for mobile and embedded devices. In this context, our book will focus on CNN compression and acceleration, which are important for the research community. We will describe numerous methods, including parameter quantization, network pruning, low-rank decomposition and knowledge distillation. More recently, to reduce the burden of handcrafted architecture design, neural architecture search (NAS) has been used to automatically build neural networks by searching over a vast architecture space. Our book will also introduce NAS due to its superiority and state-of-the-art performance in various applications, such as image classification and object detection. We also describe extensive applications of compressed deep models on image classification, speech recognition, object detection and tracking. These topics can help researchers better understand the usefulness and the potential of network compression on practical applications. Moreover, interested readers should have basic knowledge about machine learning and deep learning to better understand the methods described in this book.

Free Download Fibre Optic Pulse Compression: Numerical Techniques And Applications With Matlab® (IPH009) by R. Vasantha Jayakantha Raja
English | December 15, 2022 | ISBN: 0750326840 | 200 pages | MOBI | 12 Mb
Applications of ultrashort pulses at different pumping wavelengths in various field of science and technology needs simple stat- of-the-art setups for the generation of high quality short temporal duration pulses. This book provides information on the existing optical pulse compression techniques, drawbacks occurred in each technique through the respecting nonlinear phenomenon responsible for the pulse propagation.

Bhojani D Hybrid Video Compression Standard 2020 | 4.98 MB
N/A | 71 Pages

Title: 487113_1_En_Print.indd
Author: N/A
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Zhang B Neural Networks with Model Compression 2024 | 10.98 MB
N/A | 267 Pages

Title: Neural Networks with Model Compression
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Free Download Essential Recording Techniques – Compression
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.37 GB | Duration: 2h 22m
Audio Compression

Free Download How To Use Compression In Studio One
Published 3/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 585.25 MB | Duration: 1h 10m
Learn how to use the Compressors in Studio One to improve your Music Productions

Data Compression in Spectroscopy
by Dubrovkin, Joseph;
English | 2022 | ISBN: 978-1527586208 | 371 pages | True PDF | 12.79 MB

English | 2022 | ISBN: 0128195207 | 256 pages | True PDF EPUB | 130.83 MB
Shock Compression and Chemical Reaction of Multifunctional Energetic Structural Materials provides an exhaustive overview of the mechanics, kinetics and physio-chemical behavior caused by shock-induced reaction and shock compression on multifunctional energetic structural materials (MESMs). The book covers foundational knowledge on shock waves and Equation of State (EOS), shock parameters, reaction kinetics, impedance matching, and more. In addition, it looks at more advanced subjects such as experimental analysis methods, numerical modeling techniques (from quasi-static to high-strain rates, including void collapse models), how EOS changes when reaction and detonation are involved, and more.
Final chapters cover how to obtain EOS curves from experiments and various testing methods and numerical models for non-reactive porous solids and particulate composites, including 1-D reactive flow models. Flyer plate impact experiments are also discussed, as are the applications of hydrocodes and Lagrangian-framework-based methods.

English | 2022 | ISBN: 978-0750326841 | 187 pages | True PDF EPUB | 38.74 MB
Applications of ultrashort pulses at different pumping wavelengths in various field of science and technology needs simple stat- of-the-art setups for the generation of high quality short temporal duration pulses. This book provides information on the existing optical pulse compression techniques, drawbacks occurred in each technique through the respecting nonlinear phenomenon responsible for the pulse propagation.
Generating high energy few-cycle pulses in the visible and near-infrared regions of the electromagnetic spectrum has become great interest for numerous applications. Hence, it requires pulse compression techniques to get few-cycle pulses at any desired wavelength with greater simplicity. There is no book currently available in market to understand compression techniques and their physical mechanism through optical fiber. This book provides information on various pulse compression techniques in the aspect of theoretical modelling as well as experiment which helps the reader to acquire a knowledge on the basic concepts of pulse compression.

Raja R Fiber Optic Pulse Compression Numerical Techniques With Matlab 2022 | 27.75 MB
English | 187 Pages

Title: Fibre Optic Pulse Compression: Numerical Techniques And Applications With Matlab® (IPH009)
Author: R. Vasantha Jayakantha Raja
Year: 2022