Deep Learning in Neural Networks: An Overview

30 April 2014

Papers citing "Deep Learning in Neural Networks: An Overview"

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Title
Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning Mohammad Jafari E. Nasr-Esfahani N. Karimi S. M. Reza Soroushmehr S. Samavi Kayvan Najarian MedIm 25 79 0 08 Sep 2016
Hierarchical Multiscale Recurrent Neural Networks Junyoung Chung Sungjin Ahn Yoshua Bengio BDL 40 534 0 06 Sep 2016
A deep learning model for estimating story points Morakot Choetkiertikul Hoa Dam T. Tran Trang Pham A. Ghose Tim Menzies 24 170 0 02 Sep 2016
Benchmarking State-of-the-Art Deep Learning Software Tools S. Shi Qiang-qiang Wang Pengfei Xu Xiaowen Chu BDL 19 327 0 25 Aug 2016
Applying Deep Learning to Basketball Trajectories R. Shah Rob Romijnders 17 56 0 12 Aug 2016
The Future of Data Analysis in the Neurosciences D. Bzdok B. Yeo AI4CE 19 5 0 05 Aug 2016
Deepr: A Convolutional Net for Medical Records Phuoc Nguyen T. Tran N. Wickramasinghe Svetha Venkatesh MedIm 24 370 0 26 Jul 2016
Recurrent Highway Networks J. Zilly R. Srivastava Jan Koutník Jürgen Schmidhuber 18 413 0 12 Jul 2016
Applying Deep Learning to the Newsvendor Problem Afshin Oroojlooyjadid L. Snyder Martin Takáč OOD 23 128 0 07 Jul 2016
Group Sparse Regularization for Deep Neural Networks Simone Scardapane Danilo Comminiello Amir Hussain A. Uncini 24 462 0 02 Jul 2016
Algorithmic Composition of Melodies with Deep Recurrent Neural Networks Florian Colombo S. Muscinelli Alexander Seeholzer Johanni Brea W. Gerstner 21 46 0 23 Jun 2016
Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation Petteri Teikari Marc A. Santos Charissa Poon K. Hynynen 3DV 21 48 0 08 Jun 2016
Deep neural networks are robust to weight binarization and other non-linear distortions P. Merolla R. Appuswamy John V. Arthur S. K. Esser D. Modha OOD MQ 25 96 0 07 Jun 2016
Conversational Contextual Cues: The Case of Personalization and History for Response Ranking Rami Al-Rfou Marc Pickett J. Snaider Yun-hsuan Sung B. Strope R. Kurzweil HAI 35 92 0 01 Jun 2016
Boda-RTC: Productive Generation of Portable, Efficient Code for Convolutional Neural Networks on Mobile Computing Platforms Matthew W. Moskewicz F. Iandola Kurt Keutzer 11 8 0 01 Jun 2016
Generative Choreography using Deep Learning L. Crnkovic-Friis L. Crnkovic-Friis GAN 16 75 0 23 May 2016
Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games Xiaoxiao Guo Satinder Singh Richard L. Lewis Honglak Lee 19 55 0 24 Apr 2016
Humans and deep networks largely agree on which kinds of variation make object recognition harder Saeed Reza Kheradpisheh M. Ghodrati M. Ganjtabesh T. Masquelier OOD 35 34 0 21 Apr 2016
The SP theory of intelligence and the representation and processing of knowledge in the brain A. Roy 23 31 0 19 Apr 2016
Using Deep Learning for Image-Based Plant Disease Detection Sharada Mohanty David P. Hughes M. Salathé 15 3,043 0 11 Apr 2016
Deep Learning in Bioinformatics Seonwoo Min Byunghan Lee Sungroh Yoon AI4CE 3DV 36 1,351 0 21 Mar 2016
Bank distress in the news: Describing events through deep learning Samuel Rönnqvist Peter Sarlin 19 56 0 17 Mar 2016
How deep is knowledge tracing? Mohammad M. Khajah Robert V. Lindsey Michael C. Mozer 21 51 0 14 Mar 2016
Deep Reinforcement Learning from Self-Play in Imperfect-Information Games Johannes Heinrich David Silver SSL 13 397 0 03 Mar 2016
On Complex Valued Convolutional Neural Networks Nitzan Guberman CVBM 25 133 0 29 Feb 2016
Towards Neural Knowledge DNA Haoxi Zhang C. Sanín E. Szczerbicki 13 16 0 27 Feb 2016
Learning values across many orders of magnitude H. V. Hasselt A. Guez Matteo Hessel Volodymyr Mnih David Silver 17 169 0 24 Feb 2016
Distributed Deep Learning Using Synchronous Stochastic Gradient Descent Dipankar Das Sasikanth Avancha Dheevatsa Mudigere K. Vaidyanathan Srinivas Sridharan Dhiraj D. Kalamkar Bharat Kaul Pradeep Dubey GNN 21 169 0 22 Feb 2016
Deep Learning on FPGAs: Past, Present, and Future Griffin Lacey Graham W. Taylor S. Areibi GNN 21 180 0 13 Feb 2016
A Taxonomy of Deep Convolutional Neural Nets for Computer Vision Suraj Srinivas Ravi Kiran Sarvadevabhatla Konda Reddy Mopuri N. Prabhu S. Kruthiventi R. Venkatesh Babu OOD 35 215 0 25 Jan 2016
Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware P. U. Diehl Guido Zarrella A. Cassidy Bruno U. Pedroni Emre Neftci 32 217 0 16 Jan 2016
Feedforward Sequential Memory Networks: A New Structure to Learn Long-term Dependency Shiliang Zhang Cong Liu Hui Jiang Si Wei Lirong Dai Yu Hu 29 75 0 28 Dec 2015
Modeling Progress in AI Miles Brundage 11 16 0 18 Dec 2015
Deep-Spying: Spying using Smartwatch and Deep Learning Tony Beltramelli S. Risi 14 32 0 17 Dec 2015
Continuous online sequence learning with an unsupervised neural network model Yuwei Cui Subutai Ahmad J. Hawkins CLL 27 239 0 17 Dec 2015
Proposition of a Theoretical Model for Missing Data Imputation using Deep Learning and Evolutionary Algorithms Collins Leke T. Marwala Satyakama Paul SyDa 13 13 0 04 Dec 2015
On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models Jürgen Schmidhuber 32 101 0 30 Nov 2015
Natural Language Understanding with Distributed Representation Kyunghyun Cho GNN BDL 21 55 0 24 Nov 2015
Recurrent Neural Networks Hardware Implementation on FPGA Andre Xian Ming Chang B. Martini Eugenio Culurciello 27 126 0 17 Nov 2015
Postprocessing of Compressed Images via Sequential Denoising Yehuda Dar A. Bruckstein Michael Elad Raja Giryes 18 74 0 30 Oct 2015
Learning Summary Statistic for Approximate Bayesian Computation via Deep Neural Network Bai Jiang Tung-Yu Wu Charles Yang Zheng W. Wong BDL 33 140 0 08 Oct 2015
Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection Hirokatsu Kataoka K. Iwata Y. Satoh ObjD 33 19 0 25 Sep 2015
Some Theorems for Feed Forward Neural Networks K. Eswaran Vishwajeet Singh 14 6 0 17 Sep 2015
The SP theory of intelligence: distinctive features and advantages J. G. Wolff 27 31 0 17 Aug 2015
Deep Networks Can Resemble Human Feed-forward Vision in Invariant Object Recognition Saeed Reza Kheradpisheh M. Ghodrati M. Ganjtabesh T. Masquelier 33 175 0 17 Aug 2015
Action-Conditional Video Prediction using Deep Networks in Atari Games Junhyuk Oh Xiaoxiao Guo Honglak Lee Richard L. Lewis Satinder Singh 19 851 0 31 Jul 2015
Invariant Models for Causal Transfer Learning Mateo Rojas-Carulla Bernhard Schölkopf Richard Turner J. Peters OOD 29 23 0 19 Jul 2015
Memory and information processing in neuromorphic systems Giacomo Indiveri Shih-Chii Liu 180 570 0 10 Jun 2015
Visualizing and Understanding Recurrent Networks A. Karpathy Justin Johnson Li Fei-Fei HAI 52 1,096 0 05 Jun 2015
Robust Optimization for Deep Regression Vasileios Belagiannis Christian Rupprecht G. Carneiro Nassir Navab 3DH 37 180 0 25 May 2015