Deep Learning in Neural Networks: An Overview

30 April 2014

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

50 / 776 papers shown

Title
Metaheuristic Design of Feedforward Neural Networks: A Review of Two Decades of Research Varun Ojha Ajith Abraham V. Snás̃el 15 491 0 16 May 2017
Phase recovery and holographic image reconstruction using deep learning in neural networks Y. Rivenson Yibo Zhang H. Gunaydin Da Teng Aydogan Ozcan 13 815 0 10 May 2017
ChineseFoodNet: A large-scale Image Dataset for Chinese Food Recognition Xin Chen Yu Zhu Huan Zhou Liang Diao Dongyan Wang 29 104 0 08 May 2017
Formal Verification of Piece-Wise Linear Feed-Forward Neural Networks Rüdiger Ehlers 26 622 0 03 May 2017
Deep Learning in the Automotive Industry: Applications and Tools André Luckow M. Cook Nathan Ashcraft Edwin Weill Emil Djerekarov Bennie Vorster 25 116 0 30 Apr 2017
A New Type of Neurons for Machine Learning Fenglei Fan W. Cong Ge Wang 22 69 0 26 Apr 2017
Inception Recurrent Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha 39 86 0 25 Apr 2017
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images L. Hou Vu Nguyen Dimitris Samaras Tahsin M. Kurc Yi Gao Tianhao Zhao Joel H. Saltz MedIm 35 143 0 03 Apr 2017
Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games Peng Peng Ying Wen Yaodong Yang Quan Yuan Zhenkun Tang Haitao Long Jun Wang 35 333 0 29 Mar 2017
Classifying Symmetrical Differences and Temporal Change in Mammography Using Deep Neural Networks Thijs Kooi N. Karssemeijer 31 48 0 22 Mar 2017
SMILES Enumeration as Data Augmentation for Neural Network Modeling of Molecules E. Bjerrum 38 295 0 21 Mar 2017
Autoregressive Convolutional Neural Networks for Asynchronous Time Series Mikolaj Binkowski Gautier Marti Philippe Donnat AI4TS BDL 43 149 0 12 Mar 2017
Deep Reservoir Computing Using Cellular Automata Stefano Nichele Andreas Molund 22 27 0 08 Mar 2017
Deep Learning for Automated Quality Assessment of Color Fundus Images in Diabetic Retinopathy Screening Sajib Saha Basura Fernando Jorge A Cuadros D. Xiao Y. Kanagasingam MedIm 12 10 0 07 Mar 2017
Attentive Recurrent Comparators Pranav Shyam Shubham Gupta Ambedkar Dukkipati VLM 22 108 0 02 Mar 2017
MoleculeNet: A Benchmark for Molecular Machine Learning Zhenqin Wu Bharath Ramsundar Evan N. Feinberg Joseph Gomes C. Geniesse Aneesh S. Pappu K. Leswing Vijay S. Pande OOD 260 1,789 0 02 Mar 2017
Easy over Hard: A Case Study on Deep Learning Wei Fu Tim Menzies 25 196 0 01 Mar 2017
CHAOS: A Parallelization Scheme for Training Convolutional Neural Networks on Intel Xeon Phi Andre Viebke Suejb Memeti Sabri Pllana Ajith Abraham 40 25 0 25 Feb 2017
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 48 223 0 24 Feb 2017
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning Briland Hitaj G. Ateniese Fernando Perez-Cruz FedML 58 1,378 0 24 Feb 2017
On the ability of neural nets to express distributions Holden Lee Rong Ge Tengyu Ma Andrej Risteski Sanjeev Arora BDL 26 84 0 22 Feb 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 343 10,639 0 19 Feb 2017
A Random Matrix Approach to Neural Networks Cosme Louart Zhenyu Liao Romain Couillet 19 160 0 17 Feb 2017
A Novel Weight-Shared Multi-Stage CNN for Scale Robustness Ryo Takahashi Takashi Matsubara K. Uehara OOD 30 21 0 12 Feb 2017
Eye-Movement behavior identification for AD diagnosis Juan Biondi G. Fernández S. Castro Osvaldo Agamennoni 16 25 0 02 Feb 2017
Symbolic, Distributed and Distributional Representations for Natural Language Processing in the Era of Deep Learning: a Survey L. Ferrone Fabio Massimo Zanzotto 39 37 0 02 Feb 2017
Procedural Content Generation via Machine Learning (PCGML) A. Summerville Sam Snodgrass Matthew J. Guzdial Christoffer Holmgård Amy K. Hoover Aaron Isaksen Andy Nealen Julian Togelius 3DV 40 385 0 02 Feb 2017
PCA-Initialized Deep Neural Networks Applied To Document Image Analysis Mathias Seuret Michele Alberti Rolf Ingold Marcus Liwicki ODL 27 54 0 01 Feb 2017
Source localization in an ocean waveguide using supervised machine learning Haiqiang Niu Emma Reeves Peter Gerstoft 13 163 0 29 Jan 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017
Deep Learning for Time-Series Analysis J. Gamboa AI4TS 24 439 0 07 Jan 2017
Deep Neural Networks to Enable Real-time Multimessenger Astrophysics D. George Eliu A. Huerta 28 201 0 30 Dec 2016
Counterfactual Prediction with Deep Instrumental Variables Networks Jason S. Hartford Greg Lewis Kevin Leyton-Brown Matt Taddy CML OOD 16 49 0 30 Dec 2016
Globally Optimal Object Tracking with Fully Convolutional Networks Jinho Lee Brian Kenji Iwana Shouta Ide S. Uchida 21 4 0 25 Dec 2016
Highway and Residual Networks learn Unrolled Iterative Estimation Klaus Greff R. Srivastava Jürgen Schmidhuber AI4TS 29 214 0 22 Dec 2016
Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design Ruijin Cang Yaopengxiao Xu Shaohua Chen Yongming Liu Yang Jiao Max Yi Ren AI4CE 3DV 27 156 0 22 Dec 2016
Real-time interactive sequence generation and control with Recurrent Neural Network ensembles Memo Akten M. Grierson 16 4 0 14 Dec 2016
Predicting Process Behaviour using Deep Learning Joerg Evermann Jana-Rebecca Rehse Peter Fettke 34 352 0 14 Dec 2016
Memcomputing Numerical Inversion with Self-Organizing Logic Gates Haik Manukian F. Traversa M. Di Ventra 16 10 0 13 Dec 2016
Gated Recurrent Unit (GRU) for Emotion Classification from Noisy Speech R. Rana 27 106 0 13 Dec 2016
Neurogenesis Deep Learning T. Draelos N. Miner Christopher C. Lamb Jonathan A. Cox C. Vineyard Kristofor D. Carlson William M. Severa C. James J. Aimone 26 96 0 12 Dec 2016
FINN: A Framework for Fast, Scalable Binarized Neural Network Inference Yaman Umuroglu Nicholas J. Fraser Giulio Gambardella Michaela Blott Philip H. W. Leong Magnus Jahre K. Vissers MQ 53 983 0 01 Dec 2016
On the Role and the Importance of Features for Background Modeling and Foreground Detection T. Bouwmans Caroline Silva C. Marghes M. S. Zitouni H. Bhaskar C. Frélicot 33 108 0 28 Nov 2016
Nonparametric General Reinforcement Learning Jan Leike OffRL 39 26 0 28 Nov 2016
An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning G. Zhong Lina Wang Junyu Dong AI4TS 41 180 0 25 Nov 2016
Dynamic Key-Value Memory Networks for Knowledge Tracing Jiani Zhang Xingjian Shi Irwin King Dit-Yan Yeung AI4Ed KELM 29 602 0 24 Nov 2016
Local minima in training of neural networks G. Swirszcz Wojciech M. Czarnecki Razvan Pascanu ODL 37 73 0 19 Nov 2016
Bio-Inspired Spiking Convolutional Neural Network using Layer-wise Sparse Coding and STDP Learning A. Tavanaei Anthony Maida 16 69 0 09 Nov 2016
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods A. Gautier Quynh N. Nguyen Matthias Hein 21 32 0 28 Oct 2016
Deep Multi-scale Location-aware 3D Convolutional Neural Networks for Automated Detection of Lacunes of Presumed Vascular Origin Mohsen Ghafoorian N. Karssemeijer Tom Heskes M. Bergkamp Joost Wissink ... K. Keizer F.‐E. Leeuw Bram van Ginneken E. Marchiori B. Platel MedIm 212 123 0 24 Oct 2016