Neural Intent Acquisition & Cybernetic Design (Volume-II): A Comprehensive Guide to Myoelectric Interfaces, Embedded AI, and Advanced Prosthetic Actuation (Neural Intent Systems™) - Softcover
Book 2 of 3: Neural Intent Systems?
Synopsis
A signal is only the beginning.
Once biological intent has been captured, a far greater challenge emerges: transforming raw electrical activity into meaningful intelligence. Hidden within every biosignal are patterns, relationships, and temporal structures that reveal what a person intends to do—but extracting that information requires sophisticated computational methods capable of learning, adapting, and operating under uncertainty.
This is the second volume of the Neural Intent Systems series, exploring the algorithms, models, and machine learning architectures that convert biological signals into actionable predictions. Bridging signal processing, statistical learning, deep neural networks, adaptive systems, and embedded artificial intelligence, this volume provides a comprehensive framework for understanding how machines learn to interpret human intent.
Inside you'll discover:
• Digital signal processing and noise suppression techniques
• Feature extraction and representation learning
• Blind source separation and Independent Component Analysis (ICA)
• Statistical classification and pattern recognition systems
• Sim-to-Real transfer learning strategies
• Recurrent Neural Networks (RNNs) and temporal modeling
• Long Short-Term Memory (LSTM) architectures
• Attention mechanisms and sequence learning
• Quantization, pruning, and neural network optimization
• Edge AI deployment and embedded inference
• Online adaptation, robustness, and continual learning
Written from a systems-engineering perspective, this volume reveals the hidden intelligence layer that exists between biological signals and robotic action. It explains not only how machine learning models operate, but why they succeed, where they fail, and how they can be engineered to perform reliably in real-world human-machine interfaces.
Whether you are developing advanced prosthetics, rehabilitation technologies, wearable systems, neural interfaces, or next-generation AI applications, this book provides the tools required to transform raw data into understanding.
Because before a machine can act, it must first learn to understand.
Welcome to signal intelligence.
"synopsis" may belong to another edition of this title.
Search results for Neural Intent Acquisition & Cybernetic Design (Volume-II...
Stock Image
Neural Intent Acquisition & Cybernetic Design (Volume-II): A Comprehensive Guide to Myoelectric Interfaces, Embedded AI, and Advanced Prosthetic Actuation (Neural Intent Systems?)
Print on DemandSeller: California Books, Miami, FL, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Print on Demand. Seller Inventory # I-9798199670920
Stock Image
Neural Intent Acquisition and Cybernetic Design (Volume-II)
Print on DemandSeller: PBShop.store US, Wood Dale, IL, U.S.A.
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9798199670920
Stock Image
Neural Intent Acquisition and Cybernetic Design (Volume-II)
Print on DemandSeller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9798199670920
Buy New
US$ 47.47
US$ 7.75 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Stock Image
Neural Intent Acquisition & Cybernetic Design (Volume-II) : A Comprehensive Guide to Myoelectric Interfaces, Embedded AI, and Advanced Prosthetic Actuation
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. Neuware - A signal is only the beginning.Once biological intent has been captured, a far greater challenge emerges: transforming raw electrical activity into meaningful intelligence. Hidden within every biosignal are patterns, relationships, and temporal structures that reveal what a person intends to do-but extracting that information requires sophisticated computational methods capable of learning, adapting, and operating under uncertainty.This is the second volume of the Neural Intent Systems series, exploring the algorithms, models, and machine learning architectures that convert biological signals into actionable predictions. Bridging signal processing, statistical learning, deep neural networks, adaptive systems, and embedded artificial intelligence, this volume provides a comprehensive framework for understanding how machines learn to interpret human intent.Inside you'll discover: - Digital signal processing and noise suppression techniques- Feature extraction and representation learning- Blind source separation and Independent Component Analysis (ICA)- Statistical classification and pattern recognition systems- Sim-to-Real transfer learning strategies- Recurrent Neural Networks (RNNs) and temporal modeling- Long Short-Term Memory (LSTM) architectures- Attention mechanisms and sequence learning- Quantization, pruning, and neural network optimization- Edge AI deployment and embedded inference- Online adaptation, robustness, and continual learningWritten from a systems-engineering perspective, this volume reveals the hidden intelligence layer that exists between biological signals and robotic action. It explains not only how machine learning models operate, but why they succeed, where they fail, and how they can be engineered to perform reliably in real-world human-machine interfaces.Whether you are developing advanced prosthetics, rehabilitation technologies, wearable systems, neural interfaces, or next-generation AI applications, this book provides the tools required to transform raw data into understanding.Because before a machine can act, it must first learn to understand.Welcome to signal intelligence. Seller Inventory # 9798199670920
Buy New
US$ 73.58
US$ 73.38 shipping
Ships from Germany to U.S.A.
Ships from Germany to U.S.A.
Quantity: 2 available