Sign-In
Cart
Advanced neural networks and architecture: A comprehensive guide for students
Paperback
Series: AI Course
Please select the version of book you would like to purchase.
ISBN13: 9798299259506
Publisher: Independently Published
Published: Aug 22 2025
Pages: 212
Weight: 1.11
Height: 0.45 Width: 8.50 Depth: 11.00
Language: English
Publisher: Independently Published
Published: Aug 22 2025
Pages: 212
Weight: 1.11
Height: 0.45 Width: 8.50 Depth: 11.00
Language: English
Artificial Intelligence (AI) and Machine Learning (ML) have rapidly transformed from niche areas of academic curiosity into global technologies reshaping every sphere of life, from healthcare and finance to education, entertainment, and governance. At the very heart of this revolution lies Neural Networks, which form the backbone of modern AI systems. Neural networks began as simple models inspired by biological neurons but have now evolved into massive, highly complex architectures that power technologies such as ChatGPT, Stable Diffusion, DeepMind's AlphaFold, Google Translate, Tesla's Autopilot, and countless other applications.
While introductory texts on neural networks deal with basics such as perceptrons, multilayer feedforward networks, CNNs, RNNs, autoencoders, and transformers, the real power of neural networks lies in their advanced architectures and novel paradigms. These emerging approaches extend the scope of AI to solve previously intractable problems in reasoning, decision-making, multimodal understanding, scientific discovery, and beyond.
This book, Advanced Neural Networks and Architectures: Cutting-Edge Methods and Research Frontiers, is designed to serve as a comprehensive and authoritative reference for students, researchers, and professionals who wish to go beyond the fundamentals and dive into the most advanced and futuristic aspects of neural networks. Unlike traditional books that focus only on CNNs, RNNs, or GANs, this book systematically presents next-generation models such as Capsule Networks, Graph Neural Networks, Neural ODEs, Quantum Neural Networks, Spiking Neural Networks, Diffusion Models, and Large Multimodal Architectures.
The book is written with a balance between theoretical foundations, practical implementation, real-world applications, and emerging research directions. It not only explains the architectures but also emphasizes how they are trained, optimized, and applied to solve complex problems across multiple domains. Why This Book is Important
1. Bridging the Gap Between Fundamentals and Frontiers
Most textbooks introduce neural networks with topics such as MLPs, CNNs, RNNs, and basic generative models. However, these form only the foundation of modern AI. Today's state-of-the-art systems (like GPT, AlphaZero, and Stable Diffusion) are built using advanced architectures that combine multiple paradigms, exploit graph structures, leverage multimodal data, or are trained at massive scales. This book fills the critical gap between beginner-level texts and cutting-edge research, making it ideal for advanced study. 2. Essential for Higher Education and Research
Students pursuing advanced degrees (M.Tech, M.Sc., PhD) in Computer Science, AI, Machine Learning, or Data Science often struggle to find a single resource that explains complex architectures in a structured manner. Research papers introduce these models but are often fragmented, mathematically dense, or assume deep prior knowledge. This book compiles, explains, and contextualizes these architectures in a way that makes them accessible to learners while remaining rigorous enough for researchers.
This book, Advanced Neural Networks and Architectures: Cutting-Edge Methods and Research Frontiers, is designed to serve as a comprehensive and authoritative reference for students, researchers, and professionals who wish to go beyond the fundamentals and dive into the most advanced and futuristic aspects of neural networks. Unlike traditional books that focus only on CNNs, RNNs, or GANs, this book systematically presents next-generation models such as Capsule Networks, Graph Neural Networks, Neural ODEs, Quantum Neural Networks, Spiking Neural Networks, Diffusion Models, and Large Multimodal Architectures.
The book is written with a balance between theoretical foundations, practical implementation, real-world applications, and emerging research directions. It not only explains the architectures but also emphasizes how they are trained, optimized, and applied to solve complex problems across multiple domains. Why This Book is Important
1. Bridging the Gap Between Fundamentals and Frontiers
Most textbooks introduce neural networks with topics such as MLPs, CNNs, RNNs, and basic generative models. However, these form only the foundation of modern AI. Today's state-of-the-art systems (like GPT, AlphaZero, and Stable Diffusion) are built using advanced architectures that combine multiple paradigms, exploit graph structures, leverage multimodal data, or are trained at massive scales. This book fills the critical gap between beginner-level texts and cutting-edge research, making it ideal for advanced study. 2. Essential for Higher Education and Research
Students pursuing advanced degrees (M.Tech, M.Sc., PhD) in Computer Science, AI, Machine Learning, or Data Science often struggle to find a single resource that explains complex architectures in a structured manner. Research papers introduce these models but are often fragmented, mathematically dense, or assume deep prior knowledge. This book compiles, explains, and contextualizes these architectures in a way that makes them accessible to learners while remaining rigorous enough for researchers.
Also from
Mishra, Anshuman
AI Meets Strategy: A Product Manager's Guide to Leading Innovation
Srivastava, Anshuman
Garg, Abhinav
Mishra, Anshuman
Paperback
$37.99
Java Question Bank for Beginners: MCQs, Short Answer, Practical & Long Answer Questions
Mishra, Anshuman
Paperback
$20.39
Quantum Computing: Principles Programming and Possibilities A Complete Guide for Students and Researchers
Mishra, Anshuman
Paperback
$22.79
Echoes of the Dreamtime: Unveiling the Richness of Australian Indigenous Culture
Mishra, Anshuman
Paperback
$17.99
Data visualization with excel and tableaU: A practical guide for data science students
Mishra, Anshuman
Paperback
$20.39
Matrix computations for deep learning: Foundations of svd tensor operations and cnns
Mishra, Anshuman
Paperback
$18.99
Bayesian mathematics for ai decision making: Inference probabilities programming and uncertainty modeling
Mishra, Anshuman
Paperback
$17.99
C++ Programming Essentials: Theory, Concepts, and Practical Applications
Mishra, Sadhana
Mishra, Anshuman
Paperback
$20.39
Mastering AI and Machine Learning with Python: From Fundamentals to Advanced Deep Learning Vol- I
Mishra, Anshuman
Paperback
$22.79
Web Programming for Beginners: Mastering HTML, DHTML, XHTML, and JavaScript
Mishra, Anshuman
Paperback
$22.79
Mathematical Foundations of AI and Data Science: Discrete Structures, Graphs, Logic, and Combinatorics in Practice
Mishra, Anshuman
Paperback
$26.39
Numerical Methods & Statistical Computing: A Practical Approach for BCA, MCA, and BTech Students"
Mishra, Anshuman
Paperback
$27.54
Mastering Internet of Things From Fundamentals to Advanced Applications in Industry and Research
Mishra, Anshuman
Paperback
$22.79
Japan's Timeless Journey: Civilization Culture Innovation and the Path from Ancient Traditions to Technological Leadership
Mishra, Anshuman
Paperback
$22.79
The Netherlands and the Making of a Global Economy: Innovation Trade and Society from the Dutch Golden Age to the Digital Era
Mishra, Anshuman
Paperback
$21.59
Survive or Collapse: How Nations Can Prepare for the Next 30 Years (2025-2055)
Mishra, Anshuman
Paperback
$22.79
Spain: Empires Exploration Culture and Modern Transformation: From Ancient Iberia to a Global Nation
Mishra, Anshuman
Paperback
$23.99
The Middle East Reset War Religion Energy and the Struggle for Power in a Fragmenting Regional Order
Mishra, Anshuman
Paperback
$20.39
Denmark: From Viking Foundations to a Model of Equality Welfare and Sustainable Development
Mishra, Anshuman
Paperback
$21.59
Applied English Grammar and Translation English to Chinese (Mandarin) VOL-2
Mishra, Anshuman
Paperback
$20.39
AI 2025: The Future Unfolded - Top Trends Reshaping Business Society & Innovation
Mishra, Anshuman
Paperback
$26.39
The United Kingdom: A Civilizational Journey from Tribal Britain to a Modern Global Nation
Mishra, Anshuman
Paperback
$21.59
Canada's Historical Path: From Indigenous Heritage to a Global Peaceful Power
Mishra, Anshuman
Paperback
$22.79
Statistics for data science: A practical approach for undergraduate students
Mishra, Anshuman
Paperback
$21.59
Mastering Advanced JavaScript: From Expert Concepts to Real-World Application
Mishra, Anshuman
Paperback
$21.59
Quantum Information to Cosmic Intelligence Bridging Matter Mind and Machine
Mishra, Anshuman
Paperback
$26.39
Decision Theory and AI Planning Mathematical Foundations VOL-2: Algorithms and Applications in Uncertain Environments
Mishra, Anshuman
Paperback
$19.19
Hidden Markov Models and AI Sequential Data, Speech Recognition & NLP Applications VOL-1
Mishra, Anshuman
Paperback
$22.79
Quantum AI & Beyond: Harnessing the Future of Next-Generation Computing VOL-II
Mishra, Anshuman
Paperback
$23.99
Mastering AI and Machine Learning with Python: From Fundamentals to Advanced Deep Learning Vol- II
Mishra, Anshuman
Paperback
$22.79
Quantum AI & Beyond: Harnessing the Future of Next-Generation Computing VOL-I
Mishra, Anshuman
Paperback
$23.99
Principles of Explainable Artificial Intelligence VOL-2: Theory Models & Proofs
Mishra, Anshuman
Paperback
$25.19
Mastering advanced java programming question bank vol-1: 1000 conceptual questions for students and professionals
Mishra, Anshuman
Paperback
$20.39
Mastering advanced java programming question bank vol-2: 1000 conceptual questions for students and professionals
Mishra, Anshuman
Paperback
$21.59
Calculus for machine learning and artificial intelligence: From derivatives to backpropagation
Mishra, Anshuman
Paperback
$23.99
Exploring the Cosmos: : A Journey Through the History, Present, and Future of Space Research
Mishra, Anshuman
Paperback
$19.19
Multimodal AI: The Future of Intelligent Systems - A Comprehensive Exploration
Mishra, Anshuman
Paperback
$22.79
Mastering database management systems Vol-2: From fundamentals to real world application
Mishra, Anshuman
Paperback
$20.39
Mastering computer graphics concepts question bank: 1000 conceptual questions for students and professionals
Mishra, Anshuman
Paperback
$20.39
Mathematical models in natural language processing: Foundations embedding and probabilistic approaches
Mishra, Anshuman
Paperback
$19.19
Advanced Prompt Engineering for LLMs: 2026 Techniques That Actually Deliver Results
Mishra, Anshuman
Paperback
$22.79
AI Tools for Handmade Jewelry Designers Design Ideas & Etsy Listing Optimization Made Simple
Mishra, Anshuman
Paperback
$23.99
AI Tools for Voice-Over Artists Script Generation and Studio Workflow Simplified
Mishra, Anshuman
Paperback
$17.99
AI Workflow for Indie Board Game Creators Simple Strategies from Idea to Production Pipeline
Mishra, Anshuman
Paperback
$21.59
Chinese Zodiac & Astrology with AI: Educational Prompts for Animal Year Insights
Mishra, Anshuman
Paperback
$21.59
Career Astrology Insights with AI: Ethical Data-Informed Prompts for Vocational Exploration and Self-Reflection
Mishra, Anshuman
Paperback
$21.59
Financial Cycles & Astrology with AI: An Educational Guide to Market Rhythms Historical Patterns and Analytical Prompts
Mishra, Anshuman
Paperback
$20.39
Also in
General Computers
All Data Are Local: Thinking Critically in a Data-Driven Society
Loukissas, Yanni Alexander
Paperback
$45.00
Comptia Network+ Certmike: Prepare. Practice. Pass the Test! Get Certified!: Exam N10-008
Zacker, Craig
Chapple, Mike
Paperback
$38.00
Interactive Theorem Proving and Program Development: Coq'art: The Calculus of Inductive Constructions
Castéran, Pierre
Bertot, Yves
Hardcover
$194.60
Seven Databases in Seven Weeks: A Guide to Modern Databases and the Nosql Movement
Wilson, Jim
Perkins, Luc
Redmond, Eric
Paperback
$63.29
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Grolemund, Garrett
Wickham, Hadley
Paperback
$14.99
The Reverse Centaur's Guide to Life After AI: How to Think about Artificial Intelligence--Before It's Too Late
Doctorow, Cory
Paperback
$16.20
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
Kleppmann, Martin
Riccomini, Chris
Paperback
$66.49
If Anyone Builds It, Everyone Dies: Why Superhuman AI Would Kill Us All
Soares, Nate
Yudkowsky, Eliezer
Hardcover
From $19.99
AI for Good: How Real People Are Using Artificial Intelligence to Fix Things That Matter
Tyrangiel, Josh
Hardcover
$27.55
The Year in Tech, 2026: The Insights You Need from Harvard Business Review
Anthony, Scott D.
Webb, Amy
Review, Harvard Business
Paperback
$21.80
Human Raised: Nurturing Connection, Curiosity & Lifelong Learning in the Age of AI
Suskind, Dana, MD
Hardcover
$28.80
Hbr's 10 Must Reads on AI (with Bonus Article How to Win with Machine Learning by Ajay Agrawal, Joshua Gans, and AVI Goldfarb)
Davenport, Thomas H.
Iansiti, Marco
Review, Harvard Business
Paperback
$23.70
A Giant Leap: How AI Is Transforming Healthcare and What That Means for Our Future
Wachter, Robert
Hardcover
$30.40
The AI Con: How to Fight Big Tech's Hype and Create the Future We Want
Bender, Emily M.
Hanna, Alex
Hardcover
$30.40
Generative Ai: The Insights You Need from Harvard Business Review
Mollick, Ethan
Cremer, David De
Review, Harvard Business
Paperback
$21.80
Fans First: Change The Game, Break the Rules & Create an Unforgettable Experience
Cole, Jesse
Paperback
$18.99
AI Literacy in Any Class: Preparing Students to Thrive in an AI Future in Any Grade Level or Content Area
Miller, Matt
Paperback
$25.60
CompTIA Network+ Certification All-in-One Exam Guide, Ninth Edition (Exam N10-009)
Weissman, Jonathan S.
Paperback
$57.00
The Agi Chronicles: The Inside Story of the Race to Create an Artificial Superintelligence
Roose, Kevin
Hardcover
$31.35
Fundamentals of Data Engineering: Plan and Build Robust Data Systems
Housley, Matt
Reis, Joe
Paperback
$75.99
Minecraft: Guide Collection 4-Book Boxed Set (Updated): Survival (Updated), Creative (Updated), Redstone (Updated), Combat
Mojang Ab
The Official Minecraft Team
Hardcover
$50.31
AI Snake Oil: What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
Narayanan, Arvind
Kapoor, Sayash
Paperback
$16.10
Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming
Matthes, Eric
Paperback
$44.99
Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence
Crawford, Kate
Paperback
$19.00
We Are as Gods: A Survival Guide for the Age of Abundance
Diamandis, Peter H.
Kotler, Steven
Hardcover
$28.50
AI with Intention: Principles and Action Steps for Teachers and School Leaders
Frontier, Tony
Paperback
$32.25
Hands-On Machine Learning with Scikit-Learn and Pytorch: Concepts, Tools, and Techniques to Build Intelligent Systems
Géron, Aurélien
Paperback
$85.49
The Eureka Machine: Why AI Is the Key to Unlocking a New Era of Scientific Discoveries
Socher, Richard
Hardcover
$28.50
The Thinking Machine: Jensen Huang, Nvidia, and the World's Most Coveted Microchip
Witt, Stephen
Hardcover
$28.50
Human + Machine, Updated and Expanded: Reimagining Work in the Age of AI
Daugherty, Paul R.
Wilson, H. James
Hardcover
$30.40
The Black Swan: Second Edition: The Impact of the Highly Improbable: With a New Section: On Robustness and Fragility
Taleb, Nassim Nicholas
Paperback
From $11.99
Artificial Intelligence: A Guide for Thinking Humans (with a New Preface)
Mitchell, Melanie
Paperback
$19.00
Hands-On Large Language Models: Language Understanding and Generation
Alammar, Jay
Grootendorst, Maarten
Paperback
$75.99
Embedded Systems with ARM Cortex-M Microcontrollers in Assembly Language and C: Fourth Edition
Zhu, Yifeng
Paperback
$86.88
Fundamentals of Software Architecture: A Modern Engineering Approach
Ford, Neal
Richards, Mark
Paperback
$75.99
CompTIA Tech+ Certification All-in-One Exam Guide, Third Edition (Exam FC0-U71)
Wempen, Faithe
Paperback
$57.00
AI Projects with Raspberry Pi: High-Performance Artificial Intelligence for Robotics, Security, Home Automation, and Vision
Hattersley, Lucy
Jepson, Brian
Paperback
$21.84
Power and Prediction: The Disruptive Economics of Artificial Intelligence
Goldfarb, Avi
Agrawal, Ajay
Gans, Joshua
Hardcover
$30.40
Minecraft: Exploded Builds: Medieval Fortress: An Official Mojang Book
Mojang Ab
The Official Minecraft Team
Paperback
$12.35
Tubes: A Journey to the Center of the Internet with a New Introduction by the Author
Blum, Andrew
Paperback
$18.99
Minecraft: Roll for Adventure: The Temple of the Charged Creeper
Forbeck, Marty
Forbeck, Matt
Hardcover
$19.00
AI Snake Oil: What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
Narayanan, Arvind
Kapoor, Sayash
Hardcover
$23.70
AP Computer Science a Premium, 13th Edition: Prep Book with 6 Practice Tests + Comprehensive Review + Online Practice (2026)
Teukolsky, Roselyn, M. S.
Carman, Chris
Paperback
$25.64
You to the Power of Two: Redefining Human Potential in the Age of Identic AI
Bradley, Joseph
Tapscott, Don
Hardcover
$33.20
You Look Like a Thing and I Love You: How Artificial Intelligence Works and Why It's Making the World a Weirder Place
Shane, Janelle
Paperback
$18.99
The AI Ultimatum: Preparing for a World of Intelligent Machines and Radical Transformation
Hill, Paul
Brown, Steve
Paperback
$19.00
The Devops Handbook, 2nd Edition: How to Create World-Class Agility, Reliability, & Security in Technology Organizations
Humble, Jez
Debois, Patrick
Kim, Gene
Paperback
$36.10
AP Computer Science Principles Premium, 2027: 6 Practice Tests + Comprehensive Review + Online Practice
Reichelson, Seth
Paperback
$28.49
Artificial Intelligence All-In-One for Dummies
Massaron, Luca
Minnick, Chris
Mueller, John Paul
Paperback
$47.49
The Fourth Intelligence Revolution: The Future of Espionage and the Battle to Save America
Vinci, Anthony
Hardcover
$29.44
The Death of Expertise: The Campaign Against Established Knowledge and Why It Matters
Nichols, Tom
Paperback
$17.98
The Problem with Personalization: How Advertisers Learned to Make and Break Us from Ancient Times to the AI Age
Turow, Joseph
Hardcover
$26.13
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
Huyen, Chip
Paperback
$62.69
AI for Educators: Learning Strategies, Teacher Efficiencies, and a Vision for an Artificial Intelligence Future
Miller, Matt
Paperback
$23.70
RHCSA Red Hat Enterprise Linux 10: Training and Exam Preparation Guide (EX200), Fourth Edition
Ghori, Asghar
Paperback
$72.00
More Human: How the Power of AI Can Transform the Way You Lead
Hougaard, Rasmus
Carter, Jacqueline
Hardcover
$30.40
The Experimentation Machine: Finding Product-Market Fit in the Age of AI
Bussgang, Jeffrey J.
Hardcover
$40.00
Graphic Artists Guild Handbook, 17th Edition: Pricing & Ethical Guidelines
The Graphic Artists Guild
Paperback
$52.20
Building Applications with AI Agents: Designing and Implementing Multiagent Systems
Albada, Michael
Paperback
$75.99
Love Machines: How Artificial Intelligence Is Transforming Our Relationships
Muldoon, James
Hardcover
$28.45
Microsoft 365 Excel All-In-One for Dummies
Ringstrom, David H.
Alexander, Michael
Kusleika, Dick
Paperback
$42.74
The Technological Republic: Hard Power, Soft Belief, and the Future of the West
Karp, Alexander C.
Zamiska, Nicholas W.
Hardcover
$28.50
The Empty Center: Permission, Connection, and What We Build When the Future is Uncertain
Drumwright, Hayes
Hardcover
$26.59
The Coming Wave: Technology, Power, and the Twenty-First Century's Greatest Dilemma
Suleyman, Mustafa
Hardcover
From $12.99
What Is Intelligence?: Lessons from AI about Evolution, Computing, and Minds
Aguera Y. Arcas, Blaise
Paperback
$35.10
Navigeren door het labyrint: Een handleiding voor het beheer van data
Sebastian-Coleman, Laura
Paperback
$28.45
Hbr's 10 Must Reads on Artificial Intelligence, Updated and Expanded (Featuring How AI Can Help Managers Think Through Problems by Elisa Farri and Gab
Agrawal, Ajay
Review, Harvard Business
Davenport, Thomas H.
Paperback
$25.60
Prediction Machines, Updated and Expanded: The Simple Economics of Artificial Intelligence
Goldfarb, Avi
Agrawal, Ajay
Gans, Joshua
Hardcover
$33.25
The Empty Center: Permission, Connection, and What We Build When the Future is Uncertain
Drumwright, Hayes
Paperback
$14.24
Laptops for Seniors in Easy Steps, 9th Edition: Covers All Laptops with the Windows 11 2024 Update
Vandome, Nick
Paperback
$23.74
Speak Data: Artists, Scientists, Thinkers, and Dreamers on How We Live Our Lives in Numbers
Lupi, Giorgia
Cox, Phillip
Paperback
$33.25
The Next Big Thing: Innovations for a Better, Smarter, Stronger Tomorrow
Trefil, James
Marciano, Rob
Hardcover
$28.50
A Whole New Human: Ten Ways We Must Evolve to Survive and Thrive in the AI Age
Rydall, Derek
Hardcover
$27.55
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Grolemund, Garrett
Cetinkaya-Rundel, Mine
Wickham, Hadley
Paperback
$75.99
On the Future of Species: Authoring Life by Means of Artificial Biological Intelligence
Woolfson, Adrian
Hardcover
$31.46
Comptia A+ Complete Study Guide, 2-Volume Set: Volume 1 Core 1 Exam 220-1201 and Volume 2 Core 2 Exam 220-1202
Buhagiar, Jon
Docter, Quentin
Paperback
$61.75
Rewiring Democracy: How AI Will Transform Our Politics, Government, and Citizenship
Schneier, Bruce
Sanders, Nathan E.
Hardcover
$28.45