Find Similar Books | Similar Books Like Find Similar Books

Books like Unsupervised learning by Terrence J. Sejnowski


This book delves into the algorithms for unsupervised learning, focusing on neural network learning methods that do not require explicit teacher guidance. The primary goal of unsupervised learning is to identify an efficient internal representation of the statistical features inherent in the input data. This approach provides valuable insights into the development of the brain's cerebral cortex and natural learning processes in humans. These techniques are particularly relevant to engineers and scientists working in areas such as computer vision and speech recognition, where efficient representations of raw input data are crucial. The book aims to provide a comprehensive understanding of these algorithms and their practical applications.
First publish date: 1999
Genre: Technology & Computing/Artificial Intelligence
Authors: Terrence J. Sejnowski
★ ★ ★ ★ ★ 3.0 (1 community ratings)

All books by Terrence J. Sejnowski
Unsupervised learning by Terrence J. Sejnowski

How are these books recommended?

The books recommended for Unsupervised learning by Terrence J. Sejnowski are shaped by reader interaction. Votes on how closely books relate, user ratings, and community comments all help refine these recommendations and highlight books readers genuinely find similar in theme, ideas, and overall reading experience.

Have you read any of these books?
Your votes, ratings, and comments help improve recommendations and make it easier for other readers to discover books they’ll enjoy.

Books similar to Unsupervised learning (12 similar books)

The Elements of Statistical Learning by 12158869|Trevor Hastie book cover

📘 The Elements of Statistical Learning
 by Trevor Hastie

The Elements of Statistical Learning explains key statistical methods that underlie modern machine learning, data mining, and bioinformatics, covering supervised and unsupervised learning techniques such as classification trees, neural networks, and support vector machines.

★★★★★★★★★★ 4.3 (3 ratings)
Similar? ✓ Yes 0 ✗ No 0
Books like The Elements of Statistical Learning
Deep Learning by 11775475|Ian Goodfellow book cover

📘 Deep Learning
 by Ian Goodfellow

Deep Learning is a comprehensive textbook that equips students and practitioners with the foundational knowledge and practical skills needed to enter the fields of machine learning and deep learning.

★★★★★★★★★★ 3.7 (3 ratings)
Similar? ✓ Yes 0 ✗ No 0
Books like Deep Learning
Theoretical neuroscience by 9208872|Peter Dayan book cover

📘 Theoretical neuroscience
 by Peter Dayan

"Theoretical neuroscience provides a quantitative basis for describing what nervous systems do, determining how they function, and uncovering the general principles by which they operate. This text introduces the basic mathematical and computational methods of theoretical neuroscience and presents applications in a variety of areas including vision, sensory-motor integration, development, learning, and memory."--BOOK JACKET.

★★★★★★★★★★ 5.0 (1 rating)
Similar? ✓ Yes 0 ✗ No 0
Books like Theoretical neuroscience
Neurobiology of the locus coeruleus by 8367813|Jochen Klein book cover

📘 Neurobiology of the locus coeruleus
 by Jochen Klein


★★★★★★★★★★ 5.0 (1 rating)
Similar? ✓ Yes 0 ✗ No 0
Books like Neurobiology of the locus coeruleus
Introduction to Neural and Cognitive Modeling by 11291060|Daniel S. Levine book cover

📘 Introduction to Neural and Cognitive Modeling
 by Daniel S. Levine

A comprehensive guide for cognitive scientists, neuroscientists, and computer scientists, detailing neural network modeling principles and applications from spatiotemporal pattern processing to brain‑area specific models and modern algorithmic advances.

★★★★★★★★★★ 5.0 (1 rating)
Similar? ✓ Yes 0 ✗ No 0
Books like Introduction to Neural and Cognitive Modeling
Learning From Data by 11905788|Yaser S. Abu-Mostafa book cover

📘 Learning From Data
 by Yaser S. Abu-Mostafa


★★★★★★★★★★ 5.0 (1 rating)
Similar? ✓ Yes 0 ✗ No 0
Books like Learning From Data
Introduction to Machine Learning by 4295122|Ethem Alpaydin book cover

📘 Introduction to Machine Learning
 by Ethem Alpaydin


★★★★★★★★★★ 5.0 (1 rating)
Similar? ✓ Yes 0 ✗ No 0
Books like Introduction to Machine Learning
Pattern Recognition and Machine Learning by 8824929|Christopher M. Bishop book cover

📘 Pattern Recognition and Machine Learning
 by Christopher M. Bishop


★★★★★★★★★★ 0.0 (0 ratings)
Similar? ✓ Yes 0 ✗ No 0
Books like Pattern Recognition and Machine Learning
The neural simulation language by 7617563|Alfredo Weitzenfeld book cover

📘 The neural simulation language
 by Alfredo Weitzenfeld


★★★★★★★★★★ 0.0 (0 ratings)
Similar? ✓ Yes 0 ✗ No 0
Books like The neural simulation language
The Mind within the Net by 6537047|Manfred Spitzer book cover

📘 The Mind within the Net
 by Manfred Spitzer

How does the brain work? How do billions of neurons bring about ideas, sensations, emotions, and actions? Why do children learn faster than elderly people? What can go wrong in perception, thinking, learning, and acting? Scientists now use computer models to help us understand the most private and human experiences. In The Mind within the Net, Manfred Spitzer shows how these models can fundamentally change how we think about learning, creativity, thinking, and acting, as well as about such matters as schools, retirement homes, politics, and mental disorders.

★★★★★★★★★★ 0.0 (0 ratings)
Similar? ✓ Yes 0 ✗ No 0
Books like The Mind within the Net
Tutorial on neural systems modeling by 10967632|Thomas J. Anastasio book cover

📘 Tutorial on neural systems modeling
 by Thomas J. Anastasio


★★★★★★★★★★ 0.0 (0 ratings)
Similar? ✓ Yes 0 ✗ No 0
Books like Tutorial on neural systems modeling
Toward a theory of neuroplasticity by 11763235|Christopher A. Shaw book cover

📘 Toward a theory of neuroplasticity
 by Christopher A. Shaw


★★★★★★★★★★ 0.0 (0 ratings)
Similar? ✓ Yes 0 ✗ No 0
Books like Toward a theory of neuroplasticity

Some Other Similar Books

Machine Learning: A Probabilistic Perspective by Kevin P. Murphy
Hands-On Unsupervised Learning with Python by Benjamin Johnston
Unsupervised Learning Algorithms by Reda Alhajj, Ahmed Hameed, Mohammed Ouzzani
Data Clustering: Algorithms and Applications by Charu C. Aggarwal
Clustering Methods for Machine Learning by Vincent R. Grolinger

Have a similar book in mind? Let others know!

Please login to submit books!