Deep learning: A critical appraisal

G Marcus - arXiv preprint arXiv:1801.00631, 2018 - arxiv.org
Although deep learning has historical roots going back decades, neither the term" deep
learning" nor the approach was popular just over five years ago, when the field was …

[图书][B] Neural networks and deep learning: a textbook

A Charu C - 2018 - dlib.hust.edu.vn
“Any AI smart enough to pass a Turing test is smart enough to know to fail it.”—Ian McDonald
Neural networks were developed to simulate the human nervous system for machine …

[图书][B] Deep learning: fundamentals, theory and applications

K Huang, A Hussain, QF Wang, R Zhang - 2019 - Springer
Over the past 10 years, deep learning has attracted a lot of attention, and many exciting
results have been achieved in various areas, such as speech recognition, computer vision …

On the origin of deep learning

H Wang, B Raj - arXiv preprint arXiv:1702.07800, 2017 - arxiv.org
This paper is a review of the evolutionary history of deep learning models. It covers from the
genesis of neural networks when associationism modeling of the brain is studied, to the …

The history began from alexnet: A comprehensive survey on deep learning approaches

MZ Alom, TM Taha, C Yakopcic, S Westberg… - arXiv preprint arXiv …, 2018 - arxiv.org
Deep learning has demonstrated tremendous success in variety of application domains in
the past few years. This new field of machine learning has been growing rapidly and applied …

[图书][B] Deep learning illustrated: a visual, interactive guide to artificial intelligence

J Krohn, G Beyleveld, A Bassens - 2019 - books.google.com
Deep learning is one of today's hottest fields. This approach to machine learning is
achieving breakthrough results in some of today's highest profile applications, in …

[图书][B] Neural networks and deep learning

CC Aggarwal - 2018 - Springer
“Any AI smart enough to pass a Turing test is smart enough to know to fail it.”–*** Ian
McDonald Neural networks were developed to simulate the human nervous system for …

What are the limits of deep learning?

MM Waldrop - Proceedings of the National Academy of …, 2019 - National Acad Sciences
There's no mistaking the image: It'sa banana—a big, ripe, bright-yellow banana. Yet the
artificial intelligence (AI) identifies it as a toaster, even though it was trained with the same …

Recent advances in deep learning: An overview

MR Minar, J Naher - arXiv preprint arXiv:1807.08169, 2018 - arxiv.org
Deep Learning is one of the newest trends in Machine Learning and Artificial Intelligence
research. It is also one of the most popular scientific research trends now-a-days. Deep …

Who is the father of deep learning?

CC Tappert - 2019 International Conference on Computational …, 2019 - ieeexplore.ieee.org
This paper evaluates candidates for the father of deep learning. We conclude that Frank
Rosenblatt developed and explored all the basic ingredients of the deep learning systems of …