1D Convolutional Neural Networks and Applications: A Survey

9 May 2019

Papers citing "1D Convolutional Neural Networks and Applications: A Survey"

50 / 135 papers shown

Title
Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation H. Yi Lei Hou Yuhong Jin N. A. Saeed Ali Kandil Hao Duan DiffM 31 21 0 13 Dec 2023
LSTM-CNN: An efficient diagnostic network for Parkinson's disease utilizing dynamic handwriting analysis Xuechao Wang Junqing Huang S. Nõmm Marianna Chatzakou Kadri Medijainen A. Toomela Michael Ruzhansky 23 6 0 20 Nov 2023
Predicting the Position Uncertainty at the Time of Closest Approach with Diffusion Models Marta Guimarães Cláudia Soares Chiara Manfletti 40 2 0 09 Nov 2023
Graph Neural Networks and Time Series as Directed Graphs for Quality Recognition Angelica Simonetti Ferdinando Zanchetta AI4CE 21 0 0 04 Oct 2023
ECGNet: A generative adversarial network (GAN) approach to the synthesis of 12-lead ECG signals from single lead inputs Max Bagga Hyunbae Jeon Alex Issokson 17 2 0 23 Sep 2023
TiBGL: Template-induced Brain Graph Learning for Functional Neuroimaging Analysis Xiangzhu Meng Wei Wei Qiang Liu Shu Wu Liang Wang 27 0 0 14 Sep 2023
Robust-MBDL: A Robust Multi-branch Deep Learning Based Model for Remaining Useful Life Prediction and Operational Condition Identification of Rotating Machines Khoa Tran H. Vu L. D. Pham N. Boudaoud 6 0 0 12 Sep 2023
Object Size-Driven Design of Convolutional Neural Networks: Virtual Axle Detection based on Raw Data Henik Riedel Robert Steven Lorenzen Clemens Hubler 29 1 0 04 Sep 2023
Split Without a Leak: Reducing Privacy Leakage in Split Learning Khoa Nguyen Tanveer Khan A. Michalas FedML 24 4 0 30 Aug 2023
Comparing AutoML and Deep Learning Methods for Condition Monitoring using Realistic Validation Scenarios P. Goodarzi A. Schütze T. Schneider 31 0 0 28 Aug 2023
Solving PDEs on Spheres with Physics-Informed Convolutional Neural Networks Guanhang Lei Zhen Lei Lei Shi Chenyu Zeng Ding-Xuan Zhou 38 4 0 18 Aug 2023
CeRF: Convolutional Neural Radiance Fields for New View Synthesis with Derivatives of Ray Modeling Xiaoyan Yang Dingbo Lu Yong Li Chenhui Li Changbo Wang 35 0 0 14 Jul 2023
Neural network analysis of neutron and X-ray reflectivity data: Incorporating prior knowledge for tackling the phase problem Valentin Munteanu V. Starostin Alessandro Greco L. Pithan A. Gerlach A. Hinderhofer S. Kowarik F. Schreiber 24 3 0 28 Jun 2023
Machine Learning and Kalman Filtering for Nanomechanical Mass Spectrometry M. Erdoğan Nuri Berke Baytekin S. Coban A. Demir 18 4 0 01 Jun 2023
The Hessian perspective into the Nature of Convolutional Neural Networks Sidak Pal Singh Thomas Hofmann Bernhard Schölkopf 33 11 0 16 May 2023
Gotcha! I Know What You are Doing on the FPGA Cloud: Fingerprinting Co-Located Cloud FPGA Accelerators via Measuring Communication Links Chongzhou Fang Ning Miao Han Wang Jiacheng Zhou T. Sheaves J. Emmert Avesta Sasan Houman Homayoun FedML 30 4 0 12 May 2023
Using Mobile Data and Deep Models to Assess Auditory Verbal Hallucinations Shayan Mirjafari Subigya Nepal Weichen Wang Andrew T. Campbell 13 0 0 20 Apr 2023
GDP nowcasting with artificial neural networks: How much does long-term memory matter? Kristóf Németh Dániel Hadházi AI4TS 11 2 0 12 Apr 2023
A new transformation for embedded convolutional neural network approach toward real-time servo motor overload fault-detection Seyed Mohammad Hossein Abedy Nejad M. A. Behzadi A. Taheri 20 0 0 08 Apr 2023
Deep learning reduces sensor requirements for gust rejection on a small uncrewed aerial vehicle morphing wing Kevin P. T. Haughn C. Harvey D. J. Inman AI4CE 25 7 0 06 Apr 2023
Modeling online adaptive navigation in virtual environments based on PID control Yuyang Wang J. Chardonnet F. Mérienne 11 0 0 29 Mar 2023
Lipschitz-bounded 1D convolutional neural networks using the Cayley transform and the controllability Gramian Patricia Pauli Ruigang Wang I. Manchester Frank Allgöwer 32 8 0 20 Mar 2023
Geometric Perception based Efficient Text Recognition P.N.Deelaka D.R.Jayakodi D.Y.Silva 21 3 0 08 Feb 2023
AuthentiSense: A Scalable Behavioral Biometrics Authentication Scheme using Few-Shot Learning for Mobile Platforms Hossein Fereidooni Jan König Phillip Rieger Marco Chilese Bora Gökbakan Moritz Finke Alexandra Dmitrienko A. Sadeghi HAI 23 12 0 06 Feb 2023
TopoBERT: Plug and Play Toponym Recognition Module Harnessing Fine-tuned BERT Bing Zhou Lei Zou Yingjie Hu Y. Qiang Daniel Goldberg 29 3 0 31 Jan 2023
Adversarial attacks and defenses on ML- and hardware-based IoT device fingerprinting and identification Pedro Miguel Sánchez Sánchez Alberto Huertas Celdrán Gérome Bovet Gregorio Martínez Pérez AAML 29 17 0 30 Dec 2022
Lipschitz constant estimation for 1D convolutional neural networks Patricia Pauli Dennis Gramlich Frank Allgöwer 31 13 0 28 Nov 2022
LU decomposition and Toeplitz decomposition of a neural network Yucong Liu Simiao Jiao Lek-Heng Lim 30 7 0 25 Nov 2022
Deep learning methods for drug response prediction in cancer: predominant and emerging trends A. Partin Thomas Brettin Yitan Zhu Oleksandr Narykov Austin R. Clyde Jamie Overbeek Department of Materials Science 15 54 0 18 Nov 2022
1-D Convolutional Graph Convolutional Networks for Fault Detection in Distributed Energy Systems Bang L. H. Nguyen T. Vu Thai-Thanh Nguyen M. Panwar R. Hovsapian 22 3 0 05 Nov 2022
Multimodal Neural Network For Demand Forecasting Nitesh Kumar K. Dheenadayalan Suprabath Reddy Sumant Kulkarni AI4TS 19 4 0 20 Oct 2022
A New Spatio-Temporal Loss Function for 3D Motion Reconstruction and Extended Temporal Metrics for Motion Evaluation Mansour Tchenegnon Sylvie Gibet Thibaut Le Naour 3DH 16 1 0 16 Oct 2022
Fault Diagnosis using eXplainable AI: a Transfer Learning-based Approach for Rotating Machinery exploiting Augmented Synthetic Data L. Brito Gian Antonio Susto J. N. Brito M. Duarte 34 45 0 06 Oct 2022
Improving Convolutional Neural Networks for Fault Diagnosis by Assimilating Global Features Saif S. S. Al-Wahaibi Qiugang Lu 16 2 0 03 Oct 2022
MalDetConv: Automated Behaviour-based Malware Detection Framework Based on Natural Language Processing and Deep Learning Techniques Pascal Maniriho A. N. Mahmood M. Chowdhury 19 7 0 08 Sep 2022
Speech Emotion Recognition using Supervised Deep Recurrent System for Mental Health Monitoring Nelly Elsayed Zag ElSayed Navid Asadizanjani Murat Ozer Ahmed Abdelgawad Magdy A. Bayoumi AI4MH 14 12 0 26 Aug 2022
A Two-Stage Efficient 3-D CNN Framework for EEG Based Emotion Recognition Ye Qiao Mohammed Alnemari N. Bagherzadeh MQ 13 7 0 26 Jul 2022
A two-step machine learning approach to statistical post-processing of weather forecasts for power generation Ágnes Baran Sándor Baran 11 6 0 15 Jul 2022
Computational Complexity Evaluation of Neural Network Applications in Signal Processing Pedro J. Freire S. Srivallapanondh A. Napoli Jaroslaw E. Prilepsky S. Turitsyn 37 1 0 24 Jun 2022
Self-supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets Michael Merrill Tim Althoff AI4TS 23 14 0 26 May 2022
An Artificial Neural Network Functionalized by Evolution Fabien Furfaro Avner Bar-Hen Geoffroy Berthelot 21 0 0 16 May 2022
Res-CNN-BiLSTM Network for overcoming Mental Health Disturbances caused due to Cyberbullying through Social Media Raunak Joshi Abhishek Gupta Nandan Kanvinde 26 3 0 20 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
Global ECG Classification by Self-Operational Neural Networks with Feature Injection M. Zahid S. Kiranyaz Moncef Gabbouj 22 41 0 07 Apr 2022
Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice Kranthi Kumar Lella Alphonse Pja 27 64 0 14 Dec 2021
A deep learning model for data-driven discovery of functional connectivity Usman Mahmood Z. Fu Vince D. Calhoun Sergey Plis GNN 14 23 0 07 Dec 2021
Graph neural network-based fault diagnosis: a review Zhi-wen Chen Jiamin Xu Cesare Alippi S. Ding Yuri A. W. Shardt Tao Peng Chunhua Yang AI4CE 33 36 0 16 Nov 2021
Early Myocardial Infarction Detection over Multi-view Echocardiography A. Degerli S. Kiranyaz Tahir Hamid Rashid Mazhar Moncef Gabbouj 27 23 0 09 Nov 2021
Multi network InfoMax: A pre-training method involving graph convolutional networks Usman Mahmood Z. Fu Vince D. Calhoun Sergey Plis AI4CE 14 1 0 01 Nov 2021
Application of 2-D Convolutional Neural Networks for Damage Detection in Steel Frame Structures Shahin Ghazvineh G. Nouri Seyed Hossein Hosseini Lavassani V. Gharehbaghi A. Nguyen 11 2 0 29 Oct 2021