Deep learning for consumer devices and services: pushing the limits for machine learning, artificial intelligence, and computer vision

J Lemley, S Bazrafkan… - IEEE Consumer Electronics …, 2017 - ieeexplore.ieee.org
In the last few years, we have witnessed an exponential growth in research activity into the
advanced training of convolutional neural networks (CNNs), a field that has become known …

[HTML][HTML] A state-of-the-art survey on deep learning theory and architectures

MZ Alom, TM Taha, C Yakopcic, S Westberg, P Sidike… - electronics, 2019 - mdpi.com
In recent years, deep learning has garnered tremendous success in a variety of application
domains. This new field of machine learning has been growing rapidly and has been …

The Power and Limits of Deep Learning: In his IRI Medal address, Yann LeCun maps the development of machine learning techniques and suggests what the future …

Y LeCun - Research-Technology Management, 2018 - Taylor & Francis
Artificial intelligence (AI) is advancing very rapidly. I've had a front-row seat for a lot of the
recent progress—first at Bell Labs (which was renamed AT&T Labs in 1996, while I was …

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 …

A survey of deep learning: Platforms, applications and emerging research trends

WG Hatcher, W Yu - IEEE access, 2018 - ieeexplore.ieee.org
Deep learning has exploded in the public consciousness, primarily as predictive and
analytical products suffuse our world, in the form of numerous human-centered smart-world …

[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

JD Kelleher - 2019 - books.google.com
An accessible introduction to the artificial intelligence technology that enables computer
vision, speech recognition, machine translation, and driverless cars. Deep learning is an …

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 …

Machine learning and deep learning: A review of methods and applications

K Sharifani, M Amini - World Information Technology and …, 2023 - papers.ssrn.com
Abstract Machine learning and deep learning have rapidly emerged as powerful tools in
many fields, including image and speech recognition, natural language processing, and …