How Long to Read Neuro Symbolic Reasoning and Learning

How Long Does it Take to Read Neuro Symbolic Reasoning and Learning?

It takes the average reader 2 hours and 7 minutes to read Neuro Symbolic Reasoning and Learning by Paulo Shakarian

Assuming a reading speed of 250 words per minute. Learn more

Description

This book provides a broad overview of the key results and frameworks for various NSAI tasks as well as discussing important application areas. This book also covers neuro symbolic reasoning frameworks such as LNN, LTN, and NeurASP and learning frameworks. This would include differential inductive logic programming, constraint learning and deep symbolic policy learning. Additionally, application areas such a visual question answering and natural language processing are discussed as well as topics such as verification of neural networks and symbol grounding. Detailed algorithmic descriptions, example logic programs, and an online supplement that includes instructional videos and slides provide thorough but concise coverage of this important area of AI. Neuro symbolic artificial intelligence (NSAI) encompasses the combination of deep neural networks with symbolic logic for reasoning and learning tasks. NSAI frameworks are now capable of embedding prior knowledge in deep learning architectures, guiding the learning process with logical constraints, providing symbolic explainability, and using gradient-based approaches to learn logical statements. Several approaches are seeing usage in various application areas. This book is designed for researchers and advanced-level students trying to understand the current landscape of NSAI research as well as those looking to apply NSAI research in areas such as natural language processing and visual question answering. Practitioners who specialize in employing machine learning and AI systems for operational use will find this book useful as well.

How long is Neuro Symbolic Reasoning and Learning?

Neuro Symbolic Reasoning and Learning by Paulo Shakarian is 125 pages long, and a total of 31,875 words.

This makes it 42% the length of the average book. It also has 39% more words than the average book.

How Long Does it Take to Read Neuro Symbolic Reasoning and Learning Aloud?

The average oral reading speed is 183 words per minute. This means it takes 2 hours and 54 minutes to read Neuro Symbolic Reasoning and Learning aloud.

What Reading Level is Neuro Symbolic Reasoning and Learning?

Neuro Symbolic Reasoning and Learning is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Neuro Symbolic Reasoning and Learning?

Neuro Symbolic Reasoning and Learning by Paulo Shakarian is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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