Scalable Deep Learning on Distributed Infrastructures

Recent Trends in Deep Learning Based Natural Language Processing [Review Article]

(2018) Tom Young et al.   IEEE Computational Intelligence Magazine

Neurostream: Scalable and Energy Efficient Deep Learning with Smart Memory Cubes

(2018) Erfan Azarkhish et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Neuromorphic computing with multi-memristive synapses

(2018) Irem Boybat et al.   Nature Communications

A Survey on Deep Learning

(2018) Samira Pouyanfar et al.   ACM COMPUTING SURVEYS

Multi-key privacy-preserving deep learning in cloud computing

(2017) Ping Li et al.   Future Generation Computer Systems-The International Journal of eScience

IBM Deep Learning Service

(2017) B. Bhattacharjee et al.   IBM JOURNAL OF RESEARCH AND DEVELOPMENT

Deep Reinforcement Learning: A Brief Survey

(2017) Kai Arulkumaran et al.   IEEE SIGNAL PROCESSING MAGAZINE

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Let there be color!

(2016) Satoshi Iizuka et al.   ACM TRANSACTIONS ON GRAPHICS

Deep learning for detecting robotic grasps

(2015) Ian Lenz et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Multi-resource packing for cluster schedulers

(2015) Robert Grandl et al.   ACM SIGCOMM Computer Communication Review

Big Data Deep Learning: Challenges and Perspectives

(2014) Xue-Wen Chen et al.   IEEE Access

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Multi-column deep neural network for traffic sign classification

(2012) Dan Cireşan et al.   NEURAL NETWORKS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

A view of cloud computing

(2010) Michael Armbrust et al.   COMMUNICATIONS OF THE ACM

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

(2010) Dan Claudiu Cireşan et al.   NEURAL COMPUTATION

The Unreasonable Effectiveness of Data

(2009) Alon Halevy et al.   IEEE INTELLIGENT SYSTEMS

MapReduce

(2008) Jeffrey Dean et al.   COMMUNICATIONS OF THE ACM