Deep Learning in Neural Networks: An Overview

30 April 2014

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

50 / 786 papers shown

Title
An Optical Frontend for a Convolutional Neural Network S. Colburn Yiren Chu Eli Shlizerman A. Majumdar 27 89 0 23 Dec 2018
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis Brendon Lutnick Brandon G. Ginley D. Govind S. McGarry P. LaViolette Rabi Yacoub S. Jain J. Tomaszewski Kuang-Yu Jen P. Sarder 11 120 0 18 Dec 2018
Can Deep Learning Predict Risky Retail Investors? A Case Study in Financial Risk Behavior Forecasting Yaodong Yang A. Kolesnikova Stefan Lessmann Tiejun Ma M. Sung Johnnie E. V. Johnson 35 105 0 14 Dec 2018
Impact of Data Normalization on Deep Neural Network for Time Series Forecasting Samit Bhanja Abhishek Das AI4TS 4 90 0 13 Dec 2018
Deep Air Quality Forecasting Using Hybrid Deep Learning Framework Shengdong Du Tianrui Li Yan Yang S. Horng AI4TS 24 311 0 12 Dec 2018
Deep Unfolding of a Proximal Interior Point Method for Image Restoration Carla Bertocchi Émilie Chouzenoux M. Corbineau J. Pesquet M. Prato 27 107 0 11 Dec 2018
A Survey on Artificial Intelligence Trends in Spacecraft Guidance Dynamics and Control Dario Izzo Marcus Märtens Binfeng Pan AI4CE 27 207 0 07 Dec 2018
Prototype-based Neural Network Layers: Incorporating Vector Quantization S. Saralajew Lars Holdijk Maike Rees T. Villmann MQ 25 15 0 04 Dec 2018
Protection Against Reconstruction and Its Applications in Private Federated Learning Abhishek Bhowmick John C. Duchi Julien Freudiger Gaurav Kapoor Ryan M. Rogers FedML 27 357 0 03 Dec 2018
Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models Pei Pei Chen Anna Guitart Ana Fernández del Río África Periánez 29 48 0 28 Nov 2018
Noisy Computations during Inference: Harmful or Helpful? Minghai Qin D. Vučinić AAML 19 5 0 26 Nov 2018
GuacaMol: Benchmarking Models for De Novo Molecular Design Nathan Brown Marco Fiscato Marwin H. S. Segler Alain C. Vaucher ELM 46 696 0 22 Nov 2018
Machine learning enables polymer cloud-point engineering via inverse design J. Kumar Qianxiao Li K. Y. Tang Tonio Buonassisi Anibal L. Gonzalez-Oyarce J. Ye 33 66 0 21 Nov 2018
CIFAR10 to Compare Visual Recognition Performance between Deep Neural Networks and Humans T. Ho-Phuoc 11 41 0 18 Nov 2018
QUENN: QUantization Engine for low-power Neural Networks Miguel de Prado Maurizio Denna Luca Benini Nuria Pazos MQ 37 14 0 14 Nov 2018
A Study of Language and Classifier-independent Feature Analysis for Vocal Emotion Recognition F. Noroozi Marina Marjanovic A. Njeguš Sergio Escalera G. Anbarjafari 11 6 0 14 Nov 2018
Controllability, Multiplexing, and Transfer Learning in Networks using Evolutionary Learning R. Ooi Chao-Han Huck Yang Pin-Yu Chen V. Eguíluz N. Kiani Hector Zenil D. Gómez-Cabrero Jesper N. Tegnér 24 1 0 14 Nov 2018
YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU Computers J. Pedoeem Rachel Huang ObjD 15 498 0 14 Nov 2018
Data Driven Governing Equations Approximation Using Deep Neural Networks Tong Qin Kailiang Wu D. Xiu PINN 34 270 0 13 Nov 2018
Semi-supervised Deep Representation Learning for Multi-View Problems Vahid Noroozi S. Bahaadini Lei Zheng Sihong Xie Weixiang Shao Philip S. Yu 30 16 0 11 Nov 2018
A Hitchhiker's Guide On Distributed Training of Deep Neural Networks K. Chahal Manraj Singh Grover Kuntal Dey 3DH OOD 6 53 0 28 Oct 2018
Fruit and Vegetable Identification Using Machine Learning for Retail Applications Frida Femling Adam Olsson F. Alonso-Fernandez 14 65 0 23 Oct 2018
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Songlin Yang Shawn Tan Alessandro Sordoni Aaron Courville 32 323 0 22 Oct 2018
BCR-Net: a neural network based on the nonstandard wavelet form Yuwei Fan Cindy Orozco Bohorquez Lexing Ying 15 47 0 20 Oct 2018
Improving Data Quality through Deep Learning and Statistical Models Wei Dai K. Yoshigoe William Parsley 14 32 0 16 Oct 2018
Stop Illegal Comments: A Multi-Task Deep Learning Approach Ahmed Elnaggar Bernhard Waltl Ingo Glaser Jörg Landthaler Elena Scepankova Florian Matthes AILaw 17 15 0 15 Oct 2018
A Model for Auto-Programming for General Purposes J. Weng 19 6 0 12 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 48 553 0 12 Oct 2018
Hartley Spectral Pooling for Deep Learning Huatian Zhang Jianwei Ma 25 24 0 07 Oct 2018
$Analysis of Diffractive Optical Neural Networks and Their Integration with Electronic Neural Networks$ Analysis of Diffractive Optical Neural Networks and Their Integration with Electronic Neural Networks Deniz Mengu Yilin Luo Y. Rivenson Aydogan Ozcan 31 149 0 03 Oct 2018
The Optimal ANN Model for Predicting Bearing Capacity of Shallow Foundations Trained on Scarce Data Marta Baginska P. Srokosz AI4CE 23 33 0 22 Sep 2018
HashTran-DNN: A Framework for Enhancing Robustness of Deep Neural Networks against Adversarial Malware Samples Deqiang Li Ramesh Baral Tao Li Han Wang Qianmu Li Shouhuai Xu AAML 28 21 0 18 Sep 2018
Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications G. T. Berge Ole-Christoffer Granmo Tor Tveit Morten Goodwin Lei Jiao B. Matheussen VLM 33 75 0 12 Sep 2018
A proof that artificial neural networks overcome the curse of dimensionality in the numerical approximation of Black-Scholes partial differential equations Philipp Grohs F. Hornung Arnulf Jentzen Philippe von Wurstemberger 21 167 0 07 Sep 2018
Geology prediction based on operation data of TBM: comparison between deep neural network and statistical learning methods Maolin Shi Xueguan Song Wei Sun AI4CE 11 20 0 07 Sep 2018
Bangla License Plate Recognition Using Convolutional Neural Networks (CNN) Shaifur Rahman Mst Shamima Nasrin M. Mostakim Md. Zahangir Alom 38 13 0 04 Sep 2018
Fast Convergence for Object Detection by Learning how to Combine Error Functions Benjamin Schnieders K. Tuyls ObjD 27 4 0 13 Aug 2018
Orders-of-magnitude speedup in atmospheric chemistry modeling through neural network-based emulation M. Kelp C. Tessum J. Marshall 12 29 0 11 Aug 2018
Autoencoder Based Sample Selection for Self-Taught Learning Siwei Feng Han Yu Marco F. Duarte SSL 35 11 0 05 Aug 2018
Evaluating the Readability of Force Directed Graph Layouts: A Deep Learning Approach Hammad Haleem Yuanbo Wang Abishek Puri Sahil Wadhwa Huamin Qu GNN 19 43 0 02 Aug 2018
PADME: A Deep Learning-based Framework for Drug-Target Interaction Prediction Qingyuan Feng Evgenia V. Dueva Artem Cherkasov Martin Ester 21 82 0 25 Jul 2018
Multimodal Classification with Deep Convolutional-Recurrent Neural Networks for Electroencephalography Chuanqi Tan F. Sun Wenchang Zhang Jianhua Chen Chunfang Liu 18 41 0 24 Jul 2018
Deep learning at the shallow end: Malware classification for non-domain experts Quan Le Oisín Boydell Brian Mac Namee Mark Scanlon 78 173 0 22 Jul 2018
Deep Learning in the Wild Thilo Stadelmann Mohammadreza Amirian Ismail Arabaci M. Arnold G. Duivesteijn ... Melanie Geiger Stefan Lörwald B. Meier Katharina Rombach Lukas Tuggener 24 42 0 13 Jul 2018
Convolutional Recurrent Neural Networks for Glucose Prediction Kezhi Li J. Daniels Chengyuan Liu P. Herrero Pantelis Georgiou BDL 21 215 0 09 Jul 2018
A Survey of Knowledge Representation in Service Robotics D. Paulius Yu Sun 25 94 0 05 Jul 2018
Blockchain as a Service: A Decentralized and Secure Computing Paradigm G. Mendis Yifu Wu Jin Wei Moein Sabounchi Rigoberto Roche' 29 21 0 05 Jul 2018
Arcades: A deep model for adaptive decision making in voice controlled smart-home Alexis Brenon François Portet Michel Vacher 19 22 0 05 Jul 2018
Neural Networks Trained to Solve Differential Equations Learn General Representations M. Magill F. Qureshi H. W. Haan 14 64 0 29 Jun 2018
Deep learning in business analytics and operations research: Models, applications and managerial implications Mathias Kraus Stefan Feuerriegel A. Oztekin 23 286 0 28 Jun 2018