Deep Learning in Neural Networks: An Overview

30 April 2014

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

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Title
Learning-Based Data Storage [Vision] (Technical Report) Xiang Lian Xiaofei Zhang 33 0 0 12 Jun 2022
A Survey on Deep Learning based Channel Estimation in Doubly Dispersive Environments Abdul Karim Gizzini Marwa Chafii 19 29 0 05 Jun 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 27 118 0 29 May 2022
Randomly Initialized One-Layer Neural Networks Make Data Linearly Separable Promit Ghosal Srinath Mahankali Yihang Sun MLT 29 4 0 24 May 2022
DELMAR: Deep Linear Matrix Approximately Reconstruction to Extract Hierarchical Functional Connectivity in the Human Brain Wei Zhang Yun-Jian Bao 25 2 0 20 May 2022
Cardinality-Minimal Explanations for Monotonic Neural Networks Ouns El Harzli Bernardo Cuenca Grau Ian Horrocks FAtt 40 5 0 19 May 2022
Generating Explanations from Deep Reinforcement Learning Using Episodic Memory Sam Blakeman D. Mareschal 26 3 0 18 May 2022
An Extension to Basis-Hypervectors for Learning from Circular Data in Hyperdimensional Computing Igor O. Nunes Mike Heddes T. Givargis Alexandru Nicolau 26 11 0 16 May 2022
Training neural networks using Metropolis Monte Carlo and an adaptive variant S. Whitelam V. Selin Ian Benlolo Corneel Casert Isaac Tamblyn BDL 16 7 0 16 May 2022
Minimal Neural Network Models for Permutation Invariant Agents J. Pedersen S. Risi 51 3 0 12 May 2022
Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review Jiaxin Li Danfeng Hong Lianru Gao Jing Yao Ke-xin Zheng Bing Zhang Jocelyn Chanussot 23 359 0 03 May 2022
A PAC-Bayes oracle inequality for sparse neural networks Maximilian F. Steffen Mathias Trabs UQCV 21 2 0 26 Apr 2022
Deep Reinforcement Learning Using a Low-Dimensional Observation Filter for Visual Complex Video Game Playing V. A. Kich J. C. Jesus Ricardo B. Grando A. H. Kolling Gabriel V. Heisler R. S. Guerra OffRL 30 2 0 24 Apr 2022
A Theory of Natural Intelligence C. Malsburg Thilo Stadelmann Benjamin Grewe 17 2 0 22 Apr 2022
Few-Shot Object Detection with Proposal Balance Refinement Sueyeon Kim Woo-Jeoung Nam Seong-Whan Lee ObjD 27 3 0 22 Apr 2022
A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic Barbara Z Cunha C. Droz A. Zine Stéphane Foulard M. Ichchou AI4CE 35 84 0 13 Apr 2022
The MIT Supercloud Workload Classification Challenge Benny J. Tang Qiqi Chen Matthew L. Weiss Nathan C. Frey Joseph McDonald ... Lindsey McEvoy Baolin Li Devesh Tiwari V. Gadepally S. Samsi 19 2 0 12 Apr 2022
Lost Vibration Test Data Recovery Using Convolutional Neural Network: A Case Study Pouya Moeinifard Mohammad Sadra Rajabi M. Bitaraf 14 13 0 11 Apr 2022
SATA: Sparsity-Aware Training Accelerator for Spiking Neural Networks Ruokai Yin Abhishek Moitra Abhiroop Bhattacharjee Youngeun Kim Priyadarshini Panda 30 53 0 11 Apr 2022
Matching Writers to Content Writing Tasks Narayana Darapaneni Chandra Bhakuni Ujjval Bhatt Khamir Purohit Vikas Sardna Prabir Chakraborty A. Paduri 18 2 0 07 Apr 2022
Visualizing Multidimensional Linear Programming Problems Nikolay A. Olkhovsky L. Sokolinsky 23 2 0 06 Apr 2022
A Novel Capsule Neural Network Based Model for Drowsiness Detection Using Electroencephalography Signals Luis Guarda Juan Tapia E. Droguett M. Ramos 21 27 0 04 Apr 2022
Active learning in open experimental environments: selecting the right information channel(s) based on predictability in deep kernel learning M. Ziatdinov Yongtao Liu Sergei V. Kalinin 19 9 0 18 Mar 2022
Computer Vision and Deep Learning for Fish Classification in Underwater Habitats: A Survey Alzayat Saleh M. Sheaves M. R. Azghadi 34 71 0 14 Mar 2022
Less is More: Proxy Datasets in NAS approaches Brian B. Moser Federico Raue Jörn Hees Andreas Dengel DD 24 6 0 14 Mar 2022
Neural Forecasting of the Italian Sovereign Bond Market with Economic News Sergio Consoli L. Pezzoli Elisa Tosetti 18 4 0 11 Mar 2022
Cellular automata can classify data by inducing trajectory phase coexistence S. Whitelam Isaac Tamblyn 16 0 0 10 Mar 2022
Towards Less Constrained Macro-Neural Architecture Search Vasco Lopes L. A. Alexandre 44 5 0 10 Mar 2022
Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis Raghavendra Selvan N. Bhagwat Lasse F. Wolff Anthony Benjamin Kanding Erik Dam 36 24 0 04 Mar 2022
Reinforcement Learning in Practice: Opportunities and Challenges Yuxi Li OffRL 38 9 0 23 Feb 2022
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks Sina Shahhosseini Tianyi Hu Dongjoo Seo A. Kanduri Bryan Donyanavard Amir M.Rahmani N. Dutt 26 4 0 21 Feb 2022
Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks Sina Shahhosseini Dongjoo Seo A. Kanduri Tianyi Hu Sung-Soo Lim Bryan Donyanavard Amir M.Rahmani N. Dutt 30 17 0 21 Feb 2022
Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast Yuyang Wang Rishikesh Magar Chen Liang A. Farimani 51 78 0 18 Feb 2022
Probabilistic learning inference of boundary value problem with uncertainties based on Kullback-Leibler divergence under implicit constraints Christian Soize 30 5 0 10 Feb 2022
Noise fingerprints in quantum computers: Machine learning software tools Stefano Martina S. Gherardini L. Buffoni Filippo Caruso 8 6 0 09 Feb 2022
Convergence of a New Learning Algorithm Feng Lin 3DV 21 0 0 08 Feb 2022
Physics-informed neural networks for solving parametric magnetostatic problems Andrés Beltrán-Pulido Ilias Bilionis D. Aliprantis 30 34 0 08 Feb 2022
Artificial Intelligence-Based Analytics for Impacts of COVID-19 and Online Learning on College Students' Mental Health Mostafa Rezapour Scott K. Elmshaeuser 16 16 0 07 Feb 2022
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators Lois Orosa Skanda Koppula Yaman Umuroglu Konstantinos Kanellopoulos Juan Gómez Luna Michaela Blott K. Vissers O. Mutlu 46 4 0 04 Feb 2022
Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks A. Harrington Arturo Deza OOD AAML 27 20 0 02 Feb 2022
Weighting and Pruning based Ensemble Deep Random Vector Functional Link Network for Tabular Data Classification Qi-Shi Shi Ponnuthurai Nagaratnam Suganthan Rakesh Katuwal 6 22 0 15 Jan 2022
Largest Eigenvalues of the Conjugate Kernel of Single-Layered Neural Networks L. Benigni Sandrine Péché 42 8 0 13 Jan 2022
Knowledge Tracing: A Survey Ghodai M. Abdelrahman Qing Wang B. Nunes AI4Ed 29 193 0 08 Jan 2022
Including STDP to eligibility propagation in multi-layer recurrent spiking neural networks Werner van der Veen 39 1 0 05 Jan 2022
Integrating Material Selection with Design Optimization via Neural Networks A. Chandrasekhar S. Sridhara K. Suresh AI4CE 24 6 0 23 Dec 2021
Optimal learning of high-dimensional classification problems using deep neural networks P. Petersen F. Voigtlaender 33 10 0 23 Dec 2021
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 29 26 0 16 Dec 2021
BACON: Deep-Learning Powered AI for Poetry Generation with Author Linguistic Style Transfer Alejandro Rodríguez Pascual 19 2 0 14 Dec 2021
Predicting Airbnb Rental Prices Using Multiple Feature Modalities Aditya Ahuja Aditya Lahiri Aniruddha Das 17 1 0 13 Dec 2021
iRoPro: An interactive Robot Programming Framework Y. Liang D. Pellier Humbert Fiorino S. Pesty 17 13 0 08 Dec 2021