- An Introduction to Artificial Neural Networks, C.A.L. Bailer-Jones berg, R. Gupta, H.P. Singh
- Neural Networks, Genevieve Orr
- Machine Learning, Neural and Statistical Classification, D. Michie, D.J. Spiegelhalter, C.C. Taylor
- Planning Algorithms, Steven M. LaValle
- Introduction to Machine Learning, Nils J. Nilsson
- Reinforcement Learning: An Introduction, Richard S. Sutton and Andrew G. Barto
- An Introduction to Neural Networks Ben Krose, Patrick van der Smagt
- Neural Networks - A Systematic Introduction, Raul Rojas
- Neural Networks, Christos Stergiou and Dimitrios Siganos
- Dynamics of Complex Systems, Yaneer Bar-Yam
- Convex Optimization, Stephen Boyd and Lieven Vandenberghe
- Reinforcement Learning:An Introduction, Richard S. Sutton, Andrew G. Barto
- A Genetic Algorithm Tutorial, Darrell Whitley
- Artificial Intelligence through Prolog, Neil C. Rowe
- Gaussian Processes for Machine Learning, Carl Edward Rasmussen and Christopher K. I. Williams
- Global Optimization Algorithms - Theory and Application, Thomas Weise
- Prolog and Natural-Language Analysis, Fernando C. N. Pereira, Stuart M. Shieber
- Pattern Recognition and Neural Networks, - Ludmila Kuncheva
Showing posts with label Engineering. Show all posts
Showing posts with label Engineering. Show all posts
Free Book on Neural Network (Artificial Intelligence)
Free Books on Matlab and Engineering and Scientific Computing Language
- Introduction to Matlab, Ross L. Spencer
- An Introduction to Matlab Version 2.3, David F. Griffiths
- MATLAB Primer, Kermit Sigmon
- Physical Modeling in MATLAB, Allen B. Downey
- Writing Fast MATLAB Code, Pascal Getreuer
- A Practical Introduction to Matlab, Mark S. Gockenbach
- Introduction to using Matlab ( Day 1, Day 2 )
- An Introductory Guide to MATLAB, Ian Cavers
- Matlab Manual And Introductory Tutorials, Ivan Graham
- Numerical Computing with MATLAB - Cleve Moler
- Experiments with MATLAB - Cleve Mole
- Crash course in MATLAB- Tobin A. Driscoll
- MATLAB Guide- Desmond J. Higham , Nicholas J. Higham
- A Brief Introduction To Mathematica, Dr. Christopher Moretti
- Beginner’s Mathematica Tutorial, Christopher Lum
- Mathematica Tutor
- MathCAD Tutorial
- A MATLAB Exercise Book - Ludmila I. Kuncheva and Cameron C. Gray
Free Books on Signal Processing
DSP: THEORY
DSP: COMMUNICATIONS
DSP: IMAGE PROCESSING
- The Scientist and Engineer's Guide to Digital Signal Processing- Steven W. Smith
- Introduction to Signal Processing -Sophocles J. Orfanidis
- Astronomical Image and Data Analysis -JL Starck and F Murtagh
- The theory of linear prediction- Vaidyanathan, P. P.
- Introduction to Statistical Signal Processing - R.M. Gray
- Mixed Signal and DSP Design Techniques - edited by Walt Kester
- Modern Signal Processing - Edited by Edited by Daniel N. Rockmore and Dennis M. Healy
- Advances in Signal Transforms: Theory and Applications - Edited by: J. Astola, and L. Yaroslavsky
- Advances in Nonlinear Signal and Image Processing -Edited by: Stephen Marshall and Giovanni L. Sicuranza
- The Data Conversion Handbook - Walt Kester
- Mathematics Of The Discrete Fourier Transform (DFT) - Julius O. Smith III
- Principles of Sigma-Delta Modulation for A/D Converters - Sangil Park
- Using the ADSP-2100 Family Vol. 1 & Vol. 2 -Analog Devices Inc.
- A Technical Tutorial on Digital Signal Synthesis-Analog Devices Inc.
DSP: COMMUNICATIONS
- Signal Processing for Communications -Paolo Prandoni and Martin Vetterli
- Signals, Samples and Stuff: A DSP Tutorial: Part 1, Part 2, Part 3, Part 4 - Doug Smith
- FAQs on Digital Signal Processing-
- Wireless Communications: Signal Processing Perspectives-Poor and Wornell
- Signal Processing with Fractals: A Wavelet-Based Approach-G. W. Wornell
- Wireless Communications: Signal Processing Perspectives-Poor and Wornell
- Stochastic Processes, Detection and Estimation-A. S. Willsky and G. W. Wornell
DSP: IMAGE PROCESSING
- Fundamentals of Image Processing - Young, Gerbrands and Vliet
- Advances in Nonlinear Signal and Image Processing -Edited by: Stephen Marshall and Giovanni L. Sicuranza
- Image Processing and Data Analysis: The Multiscale Approach -JL Starck, F Murtagh and A Bijaoui
- Principles of Computerized Tomographic Imaging - Kak and Slaney
- IMAGE ESTIMATION BY EXAMPLE: Geophysical Soundings Image Construction - Jon Claerbout and Sergey Fomel
- BASIC EARTH IMAGING- Jon Claerbout
- EARTH SOUNDINGS ANALYSIS: Processing versus Inversion - Jon Claerbout
- IMAGING THE EARTH'S INTERIOR- Jon Claerbout
- FUNDAMENTALS OF GEOPHYSICAL DATA PROCESSING - Jon Claerbout
- Genetic and Evolutionary Computation for Image Processing and Analysis -Stefano Cagnoni, Evelyne Lutton, and Gustavo Olague
- Advances in Nonlinear Signal and Image Processing -Edited by: Stephen Marshall and Giovanni L. Sicuranza
- Image Processing in C: Analyzing and Enhancing Digital Images- Dwayne Phillips
- Introduction to Sound Processing -Davide Rocchesso
- Introduction To Digital Filters, With Audio Applications -Julius Smith
- Mathematics of the Discrete Fourier Transform (DFT), With Audio Applications -Julius Smith
- Physical Audio Signal Processing For Virtual Musical Instruments and Audio Effects -Julius Smith
- High-Fidelity Multichannel Audio Coding - Dai Tracy Yang, Chris Kyriakakis, and C.-C. Jay Kuo
- Physical Audio Signal Processing-Julius O. Smith III
- Spectral Audio Signal Processing -Julius O. Smith III
DSP: SPECTRAL ANALYSIS
- Bayesian Spectrum Analysis and Parameter Estimation -G. Larry Bretthorst
- Chebyshev and Fourier Spectral Methods - John Boyd
- The Temporal and Spectral Characteristics of Ultrawideband Signals -William Kissick
DSP: MISCELLANEOUS TOPICS
- Biomedical Digital Signal Processing -Willis J. Tompkins
- Stochastic Optimal Control: The Discrete-Time Case -Bertsekas
- Signal Processing with Fractals: A Wavelet-Based Approach - Gregory Wornell
- Nonlinear Systems Theory: The Volterra/Wiener Approach -Wilson Rugh
- Detection of Abrupt Changes - Theory and Application -Basseville and Nikiforov
- An Introduction to Signal Processing in Chemical Analysiy - T. OHaver
- Multimedia Fingerprinting Forensics for Traitor Tracing -K. J. Ray Liu, Wade Trappe, Z. Jane Wang, Min Wu, and Hong Zhao
- Genomic Signal Processing and Statistics -Edited by:Dougherty, Shmulevich, Chen, and Wang
- Computer Aids for VLSI Design -Steven Rubin
- Application-Specific Integrated Circuits - Michael Smith
- The VHDL Cookbook -Peter Ashenden
- Controlling Noise and Radiation in Mixed-Signal and Digital Systems - Nicholas Gray
Labels:
Engineering,
Signal Processing
Free Books on Signal Processing II
- Introduction to Digital Signal Processing - Paolo Prandoni
- Efficient Digital Fiilters -Matthew Donadio
- Discrete-Time Signal Processing - MIT
- Modern Signal Processing- Edited by Daniel N. Rockmore and Dennis M. Healy, Jr.
- Signals and Systems - MIT
Labels:
Engineering,
Signal Processing
Free Books on Computer Sciences
- Being Digital- Nicholas Negroponte
- Practical Foundations for Programming Languages, Robert Harper
- Thinking in C++ volume 1, Bruce Eckel
- Thinking in C++ volume 2, Bruce Eckel
- Thinking in Enterprise Java, Bruce Eckel
- Thinking in Patterns Revisiion, Bruce Eckel
- ANSI/ISO C++ Professional Programmer's Handbook, Danny Kalev
- How to Think Like a Computer Scientist, Allen B. Downey
- Understanding Programming Languages, Monti Ben-Ari
- Computer Networks, Hans-Peter Bischof
- Queueing Theory, Ivo Adan and Jacques Resing
Labels:
Computer Sciences,
Engineering,
Programming Language
Free Books on Wavelet Transform and Online Resources
- Signal Processing with Fractals: A Wavelet-Based Approach-G. W. Wornell
- Wavelets with applications in signal and image processing by A. Bultheel
- Conceptual Wavelets - Digital Signal Processing (DSP), D. Lee Fugal ( Few chapters from forthcoming book).
- The Wavelet Tutorial: The Engineer's Ultimate Guide to Wavelet Analysis, by Robi Polikar
- Wavelets and wavelet thresholding by M.H. Jansen
- An Introduction to Wavelets by Amara Graps
- Introduction to Wavelets by D. Zorin, J. Owens
- Wavelets and Signal Processing -Ian Kaplan
- A Practical Guide to Wavelet Analysis by Christopher Torrence and Gilbert P. Compo.
- A Wavelet Tutorial (based on S. Mallat's book)
- Wavelets for Computer Graphics: A Primer, by Eric J. Stollnitz, Tony D. DeRose, and David H. Salesin
- Overview of Java enabled Wavelet Tutorial, Digital Signal Processing at Rice University
- Surfing the Wavelets, by J. Altmann
- Wavelets: An Elementary Introduction and Examples , by M. Ueda and S. Lodha
- A Really Friendly Guide to Wavelets by Valens
- Wavelets: Seeing the Forest and the Trees
- Wavelets for Kids (Introductory (for very smart kids!)), Brani Vidakovic and Peter Mueller
- Filter Coefficients to Popular Wavelets, Pascal Getreuer
- Signal Processing using Wavelets for Enhancing Electronic Nose Performance- Ekachai Phaisangittisagul (PhD thesis)
- Wavelet Transform Adaptive Signal Detection - Wensheng Huang(PhD thesis)
- Wavelet Analysis- Jacques Lewalle
- Wavelets and Filter Banks Course Notes- Dr. W. J. Phillips
- An introduction to wavelet transforms: a tutorial approach- Leavey, James and Sutton
- WAVELETS FOR KIDS-A Tutorial Introduction-Brani Vidakovic and Peter Muller
- A Gentle Introduction to Wavelets-E. Rehmi Post
Labels:
Engineering,
Signal Processing,
Wavelet Transform
Free Books on Mechanical Engineering
- Handbook of thermodynamics, heat transfer and fluid flow- Vol. 1, Vol. 2, Vol. 3
- Basic Hydraulic Systems and Components-
- Heat Transfer Textbook- John H. Lienhard IV and John H. Lienhard V
- Basics of Fluid Mechanics-Genick Bar
- Fundamentals of Compressible Flow Mechanics-Genick Bar–Meir
- Fundamentals of Die Casting Design - Genick Bar–Meir
- Turbulent Heat Transfer-Scott Stolpa
- Fundamentals of Multiphase Flow-Brennen, Christopher Earls
- Feedback Systems: An Introduction for Scientists and Engineers-Åström, Karl Johan and Murray, Richard M.
- Cavitation and Bubble Dynamics- Brennen, Christopher Earls
- Hydrodynamics of Pumps- Brennen, Christopher Earls
- Applied Mechanics Dynamics- Housner, George W. and Hudson, Donald E.
- The Analysis of Stress and Deformation- Housner, George W. and Vreeland, Thad, Jr.
- Fundamental Handbook of Mechanical Science- Vol.1 , Vol. 2
- Uncertainty and Dimensional Calibration-Ted Doiron and John Stoup
- Stainless Steels - Their properties and their suitability for welding -Björn Holmberg
- Underwater Cutting and Welding Manual-
- Noise and Vibration Control for Buildings-
Labels:
Engineering,
Mechanical Engineering
Free Books on Electrical and Electronics Engineering
- Lessons In Electric Circuit, Tony R. Kuphaldt
- Electronics- Nelson
- Basic Electrical Technology, IIT Kharagpur
- Electronics Tutorial, Alex Pounds
- Circuits and Electronics, Prof. Anant Agarwal
- Electrical RLC networks and diodes - G. Ali
- Fundamentals of Electronics and Electrical Engineering, Tony R. Kuphaldt
- Digital Design, by Frank Vahid
- Electronic Transformers, Reuben Lee
- Transistor Basics, Epina Book Team
- Op Amps for Everyone Design Guide, Ron Mancini
- Introduction to Electric Power Systems, Prof. James Kirtley
- Digital Integrated Circuits, Jan M. Rabaey, Anantha Chandrakasan, and Borivoje Nikolic
- Designing Analog Chips by Hans Camenzind.
- Analysis and Design of Digital Integrated Circuits, Prof. Anantha Chandrakasan
- Solid-State Circuits, Dr. Kent Lundberg
- Advanced Circuit Techniques, Prof. James Roberge
- Power Electronics, Prof. David Perreault
- Amplifier Builders Guide, Hugo Gernsback
- Electronic Transformers and Circuits, Reuben Lee
- Engineering Electronics, George Happell and Wilfred Hesselberth
Basic Radio - The Essentials of Electron tubes and their Circuits, J. Barton Hoag
- High-Fidelity Circuit Design, Norman Crowhurst and George Cooper
- Magnetic Amplifiers, Paul Mali
- Basic Theory and Applications of Electron Tubes
- The Cathode-ray tube at Work, John F. Rider
- Dynamical Analogies, Harry F. Olson
- Electron-Tube Circuits, Samuel Seely
- XYZs of Oscilloscopes
Electron Tube Design, RCA (151MB)
Electronic Amplifier Circuits, Joseph Petit and Malcolm McWhorter
- Electronic Circuits and Tubes
- Principles of Electricity Applied to Telephone and Telegraph Work
- The Radio Handbook, William Orr
- Beginners Introduction to the Assembly Language of ATMEL-AVR-Microprocessors by Gerhard Schmidt
- The VHDL Cookbook by Peter J. Ashenden
- VHDL Quick Start by Peter J. Ashenden
- Analog and Mixed-Signal Modeling using VHDL-AMS by Ernst Christen
Free Books on Queueing Theory
- Introduction to Queueing Theory - Robert B. Cooper
- Queueing Theory- Ivo Adan and Jacques Resing
- Queueing Theory-J. Virtamo
- An Introduction to Queueing Systems- Sanjay Bose
- A Short Introduction to Queueing Theory -Andreas Willing
- Queueing Course- Karl Sigman
- Teletraffic Engineering Handbook -Villy Baek Iversen
- Queueing Theory-Andrew Ferrier, Robert Kay, Henry Morgan
- Finite-Source Queueing Systems and their Applications- Janos Sztrik
- Traffic Theory and Queueing Systems-Henrik Schiøler
- Traffic Theory and Queueing Systems 2-Henrik Schiøler
- Queueing Notes -Prapun Suksompong
- Single Queueing Systems-n
- Network Calculus: A Theory of Deterministic Queuing Systems for the Internet-Jean-Yves Le Boudec and Patrick Thiran.
Labels:
Engineering,
Information Theory,
Queueing Theory
Free Books on Nonlinear Dynamics and Control Theory
- Feedback Systems: An Introduction for Scientists and Engineers- Åström, Karl Johan and Murray, Richard M.
- Linear Matrix Inequalities in System and Control Theory, Stephen Boyd, Laurent El Ghaoui, E. Feron, and V. Balakrishnan
- Control in an Information Rich World: Report of the Panel on Future Directions in Control, Dynamics, and Systems- Murray, Richard M.
- Linear Controller Design: Limits of Performance, Stephen Boyd and Craig Barratt
- Adaptive Control: Stability, Convergence, and Robustness, Shankar Sastry and Marc Bodson
- An Introduction to Mathematical Optimal Control Theory, Lawrence Craig Evans
- Unsolved Problems in Mathematical Systems and Control Theory, Vincent D. Blondel and Alexandre Megretski
- An Introduction to Intelligent and Autonomous Control, Panos J. Antsaklis, Kevin M. Passino
- Fuzzy Control, Kevin M. Passino and Stephen Yurkovich
- The Chaos Hypertextbook, Glenn Elert
- Nonlinear Dynamics and Chaos, Prof. Rodolfo R. Rosales
- Nonlinear Dynamics and Waves, Prof. Triantaphyllos Akylas
- CLASSICAL AND QUANTUM CHAOS by Predrag Cvitanovic', Roberto Artuso, Ronnie Mainieri, Gregor Tanner, Gábor Vattay, Niall Whelan, and Andreas Wirzba
Labels:
Control Theory,
Engineering,
Nonlinear Dynamics
Books on Information theory, Digital Communication available for free download

Book excerpts:
This textbook introduces theory in tandem with applications. Information theory is taught alongside practical communication systems, such as arithmetic coding for data compression and sparse-graph codes for error-correction. A toolbox of inference techniques, including message-passing algorithms, Monte Carlo methods, and variational approximations, are developed alongside applications of these tools to clustering, convolutional codes, independent component analysis, and neural networks.
The final part of the book describes the state of the art in error-correcting codes, including low-density parity-check codes, turbo codes, and digital fountain codes -- the twenty-first century standards for satellite communications, disk drives, and data broadcast.
Review:
Amazon.com
"An utterly original book that shows the connections between such disparate fields as information theory and coding, inference, and statistical physics."
Dave Forney, Massachusetts Institute of Technology
"An excellent textbook in the areas of infomation theory, Bayesian inference and learning alorithms. Undergraduate and post-graduate students will find it extremely useful for gaining insight into these topics."
REDNOVA
Sustainable Energy - Without the Hot Air, David Mackay
A popular book by David J.C. MacKay
Book excerpts:
This part of the book offers some straight answers about carbon: if we carry on burning fossil fuels for another 50 years, and then think about trying to switch to low-carbon technologies, will things be OK? who are the big carbon emitters who are responsible for the change in atmospheric CO2 concentrations? what sort of legislation is needed to bring about a switch to a truly low-carbon society? what does the price of carbon need to be, to bring about this switch? and if we don’t switch now, what is the energy cost of cleaning up CO2 pollution later?

Book Description
The product of a unique collaboration among four leading scientists in academic research and industry, Numerical Recipes is a complete text and reference book on scientific computing. In a self-contained manner it proceeds from mathematical and theoretical considerations to actual practical computer routines. With over 100 new routines bringing the total to well over 300, plus upgraded versions of the original routines, the new edition remains the most practical, comprehensive handbook of scientific computing available today.
Review:
Amazon.com
"...an instant `classic,' a book that should be purchased and read by anyone who uses numerical methods..." American Journal of Physics.

Book Description
The past decade has seen many advances in physical-layer wireless communication theory and their implementation in wireless systems. This textbook takes a unified view of the fundamentals of wireless communication and explains the web of concepts underpinning these advances at a level accessible to an audience with a basic background in probability and digital communication. Topics covered include MIMO (multiple input multiple output) communication, space-time coding, opportunistic communication, OFDM and CDMA. The concepts are illustrated using many examples from wireless systems such as GSM, IS-95 (CDMA), IS-856(1xEV-DO), Flash OFDM and ArrayComm SDMA systems. Particular emphasis is placed on the interplay between concepts and their implementation in systems. An abundant supply of exercises and figures reinforce the material in the text. This book is intended for use on graduate courses in electrical and computer engineering and will also be of great interest to practicing engineers.
Review :
"Fundamentals of Wireless Communication is a terrific introduction to principles of physical-layer design for state-of-the-art wireless systems. It is a wonderful and much-needed resource for new graduate students and practicing professionals alike. Tse and Viswanath have written a text of enduring value."
Professor Gregory W. Wornell, MIT
Review :
"Fundamentals of Wireless Communication is a terrific introduction to principles of physical-layer design for state-of-the-art wireless systems. It is a wonderful and much-needed resource for new graduate students and practicing professionals alike. Tse and Viswanath have written a text of enduring value."
Professor Gregory W. Wornell, MIT
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