Douban Book Label: Neural Network

Neural Network and Deep Learning

This book explains neural networks and deep learning technologies in depth, focusing on explaining the core concepts of deep learning. Guided by technical principles, the author introduces the neural network architecture and the reverse direction, supplemented by an example of MNIST handwritten digit recognition project throughout the book ..

Silicon, Nerve and Agent : The Awakening of Artificial Intelligence

This book traces the evolution of artificial intelligence from ancient mechanical calculators to modern deep learning and intensive learning, highlighting the key milestones in the history of artificial intelligence and the contributions of many scientists, engineers and thinkers, with particular emphasis on Turing Test ..

The Principles of Deep Learning Theory : An Effective Theory Approach to Understanding Neural Networks

This textbook establishes a theoretical framework for understanding deep learn...

Make Your Own Neural Network

Neural Networks for Pattern Recognition

This book provides the first comprehensive treatment of feed-forward neural ne...

Neural Network and Deep Learning

This book mainly introduces the basic knowledge, main models (convolutional neural network, recurrent neural network, etc.) and applications in computer vision, natural language processing and other fields in neural network and deep learning.