Search Results - 1D convolutional autoencoder~

Reconstruction of pile-up events using a one-dimensional convolutional autoencoder for the NEDA detector array

Authors: Deltoro, J. M. Jaworski, G. Goasduff, A. et al.

Source: Nuclear Science and Techniques. 36(2)

Subject Terms: 1D-CAE, Autoencoder, CAE, Convolutional neural network (CNN), Neutron detector, Neutron-gamma discrimination (NGD), Machine learning, Pulse shape discrimination, Pile-up pulse

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-548603

1D Convolutional Autoencoder-Based PPG and GSR Signals for Real-Time Emotion Classification

Authors: Dong-Hyun Kang Deok-Hwan Kim

Source: IEEE Access, Vol 10, Pp 91332-91345 (2022)

Subject Terms: knowledge distillation, 1D convolutional autoencoder, 0202 electrical engineering, electronic engineering, information engineering, real-time, GSR, PPG, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, TK1-9971

Access URL: https://doaj.org/article/654fe7075b404801999f58920d3ffe8c

The LiliQuant Theory: Fundamental Field as the Basis of Consciousness and Its Experimental Detection via 1D Convolutional Autoencoder

Authors: Černý, Ladislav Gemini, AI ChatGPT, AI

Subject Terms: LiliQ, General Relativity, Quantum Physics, Consciousness, Panpsychism, LSS, FOS: Physical sciences, Terminal lucidity, CMB, Solitons, AI, LiliQuant, LHC, EEG, Neuroscience

A targeted one dimensional fully convolutional autoencoder network for intelligent compression of magnetic flux leakage data.

Authors: Xuan W Chen P Li R et al.

Source: Scientific reports [Sci Rep] 2025 Apr 03; Vol. 15 (1), pp. 11455. Date of Electronic Publication: 2025 Apr 03.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: PubMed not MEDLINE; MEDLINE

Denoising of Over-the-Horizon Propagation Loss Based on 1D Convolutional Autoencoder

Authors: Jiajing Wu Zhiqiang Wei Dongning Jia et al.

Source: 2022 IEEE 10th Joint International Information Technology and Artificial Intelligence Conference (ITAIC). :965-968

Subject Terms: 0301 basic medicine, 03 medical and health sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Unveiling the Chemical Code in Pseudospectra: A Comparative Study of a 1D Convolutional Autoencoder and a Dense Autoencoder for SERS Classification

Authors: Sparavigna, Amelia Carolina orcid:0000-0003-4502- Gemini (Modello Linguistico di Google)

Subject Terms: Raman SERS Spectroscopy, SERS spectroscopy, AI Autoencoders, AI, Conv1D Autoencoder, Dense Autoencoder

Relation: https://zenodo.org/records/16912956; oai:zenodo.org:16912956; https://doi.org/10.5281/zenodo.16912956

Availability: https://doi.org/10.5281/zenodo.16912956
https://zenodo.org/records/16912956

Automatic detection of epileptic seizure based on one dimensional cascaded convolutional autoencoder with adaptive window-thresholding.

Authors: Timothy Aboyeji S Wang X Chen Y et al.

Source: Journal of neural engineering [J Neural Eng] 2024 Oct 29; Vol. 21 (5). Date of Electronic Publication: 2024 Oct 29.

Publication Type: Journal Article

Journal Info: Publisher: Institute of Physics Pub Country of Publication: England NLM ID: 101217933 Publication Model: Electronic Cited Medium: Internet ISSN: 1741-2552 (Electronic) Linking ISSN: 17412552 NLM ISO Abbreviation: J Neural Eng Subsets: MEDLINE

MeSH Terms: Electroencephalography*/methods , Epilepsy*/diagnosis , Epilepsy*/physiopathology , Seizures*/diagnosis , Seizures*/physiopathology, Humans ; Neural Networks, Computer ; Male ; Female ; Adult ; Unsupervised Machine Learning ; Diagnosis, Computer-Assisted/methods ; Algorithms

Direction-aware convolutional autoencoder based on positional encoding for one-dimensional anomaly detection.

Authors: Yu, Qien Chang, Qiong Ouyang, Tinghui et al.

Source: Information Sciences. Oct2025, Vol. 716, pN.PAG-N.PAG. 1p.

Subject Terms: AUTOENCODERS, ENCODING

Data-driven non-intrusive reduced order modelling of selective laser melting additive manufacturing process using proper orthogonal decomposition and convolutional autoencoder

Authors: Shubham Chaudhry Azzedine Abdedou Azzeddine Soulaïmani

Source: Advanced Modeling and Simulation in Engineering Sciences, Vol 12, Iss 1, Pp 1-23 (2025)

Subject Terms: Reduced-order model, Convolutional autoencoder, Additive manufacturing, Deep learning, Proper orthogonal decomposition, Mechanics of engineering. Applied mechanics, TA349-359, Systems engineering, TA168

File Description: electronic resource

Relation: https://doaj.org/toc/2213-7467

Access URL: https://doaj.org/article/1acb9d02b46540cbb5ab687871ded7c0

Detection of protein, starch, oil, and moisture content of corn kernels using one-dimensional convolutional autoencoder and near-infrared spectroscopy.

Authors: Cataltas O Tutuncu K

Source: PeerJ. Computer science [PeerJ Comput Sci] 2023 Mar 09; Vol. 9, pp. e1266. Date of Electronic Publication: 2023 Mar 09 (Print Publication: 2023).

Publication Type: Journal Article

Journal Info: Publisher: PeerJ Inc Country of Publication: United States NLM ID: 101660598 Publication Model: eCollection Cited Medium: Internet ISSN: 2376-5992 (Electronic) Linking ISSN: 23765992 NLM ISO Abbreviation: PeerJ Comput Sci Subsets: PubMed not MEDLINE

A lightweight 1D convolutional neural network model for arrhythmia diagnosis from electrocardiogram signal.

Authors: Saha Tchinda B Tchiotsop D

Source: Physical and engineering sciences in medicine [Phys Eng Sci Med] 2025 Jun; Vol. 48 (2), pp. 577-589. Date of Electronic Publication: 2025 Feb 25.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: Switzerland NLM ID: 101760671 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2662-4737 (Electronic) Linking ISSN: 26624729 NLM ISO Abbreviation: Phys Eng Sci Med Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Arrhythmias, Cardiac*/diagnosis , Electrocardiography* , Signal Processing, Computer-Assisted*, Humans ; Databases, Factual ; ROC Curve ; Convolutional Neural Networks

Sparse deep encoded features with enhanced sinogramic red deer optimization for fault inspection in wafer maps.

Authors: Altantawy, Doaa A. Yakout, Mohamed A.

Source: Journal of Intelligent Manufacturing. Jun2025, Vol. 36 Issue 5, p3359-3397. 39p.

Subject Terms: *MANUFACTURING processes, *INFORMATION processing, CONVOLUTIONAL neural networks, OPTIMIZATION algorithms, AUTOENCODERS

Index tracking using shapley additive explanations and one-dimensional pointwise convolutional autoencoders.

Authors: Zhang, Yanyi De Smedt, Johannes

Source: International Review of Financial Analysis. Oct2024:Part C, Vol. 95, pN.PAG-N.PAG. 1p.

Subject Terms: *MARKETING effectiveness, *FINANCIAL markets, PEARSON correlation (Statistics), DEEP learning, EUCLIDEAN distance

Reduced-order modeling for stochastic large-scale and time-dependent flow problems using deep spatial and temporal convolutional autoencoders

Authors: Abdedou, Azzedine Soulaimani, Azzedine

Index Terms: Article publié dans une revue, révisé par les pairs, Non évalué par les pairs

URL: https://espace2.etsmtl.ca/id/eprint/26755/
https://doi.org/10.1186/s40323-023-00244-0
https://espace2.etsmtl.ca/id/eprint/26755
https://doi.org/10.1186/s40323-023-00244-0
10.1186/s40323-023-00244-0

Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional Autoencoder

Authors: Lyon, Matthew Armitage, Paul Álvarez, Mauricio A.

Index Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, text

URL: http://arxiv.org/abs/2203.15598

A hybrid 1DCNN-GRU deep learning framework for classifying caprine granulosa cell fertility potential using single-cell transcriptomics.

Authors: Sananmuang, Thanida Puthier, Denis Chokeshaiusaha, Kaj

Source: Veterinary World. Jul2025, Vol. 18 Issue 7, p1922-1935. 14p.

Subjects: Granulosa cells, Fertility, Convolutional neural networks, Transcriptomes, Deep learning, Recurrent neural networks, Goats, Biomarkers

Enhancing SNR in CEST imaging: A deep learning approach with a denoising convolutional autoencoder.

Authors: Kurmi Y Viswanathan M Zu Z

Source: Magnetic resonance in medicine [Magn Reson Med] 2024 Dec; Vol. 92 (6), pp. 2404-2419. Date of Electronic Publication: 2024 Jul 19.

Publication Type: Journal Article

Journal Info: Publisher: Wiley Country of Publication: United States NLM ID: 8505245 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1522-2594 (Electronic) Linking ISSN: 07403194 NLM ISO Abbreviation: Magn Reson Med Subsets: MEDLINE

MeSH Terms: Deep Learning* , Signal-To-Noise Ratio* , Magnetic Resonance Imaging*/methods , Image Processing, Computer-Assisted*/methods , Phantoms, Imaging*, Animals ; Mice ; Algorithms ; Principal Component Analysis

An Unsupervised Neural Network Feature Selection and 1D Convolution Neural Network Classification for Screening of Parkinsonism.

Authors: Mian, Tariq Saeed

Source: Diagnostics (2075-4418); Aug2022, Vol. 12 Issue 8, p1796-N.PAG, 15p

Subject Terms: CONVOLUTIONAL neural networks, FEATURE selection, VOICE disorders, MOVEMENT disorders, ALZHEIMER'S disease, PARKINSON'S disease

Data-driven non-intrusive reduced order modelling of selective laser melting additive manufacturing process using proper orthogonal decomposition and convolutional autoencoder

Authors: Shubham Chaudhry Azzedine Abdedou Azzeddine Soulaimani

Source: Advanced Modeling and Simulation in Engineering Sciences. 12

Vibration-based structural anomaly detection in real-time with piezoelectric patches on a tension rod assembly

Authors: Rababah, Ahmad Abdeljaber, Osama Avci, Onur

Source: Mechanical systems and signal processing. 240

Subject Terms: vibration-based anomaly detection, structural condition assessment, structural health index, piezoelectric patches, data-driven methods, convolutional neural network, autoencoder, Maskinteknik, Mechanical Engineering

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-142006