Výsledky vyhledávání - "1D convolutional autoencoder"

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

Autoři: Dong-Hyun Kang Deok-Hwan Kim

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

Témata: 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

Přístupová URL adresa: https://doaj.org/article/654fe7075b404801999f58920d3ffe8c

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

Autoři: Černý, Ladislav Gemini, AI ChatGPT, AI

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

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

Autoři: Jiajing Wu Zhiqiang Wei Dongning Jia a další

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

Témata: 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

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

Témata: 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

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

Table 4: RMSPE results between the input and decoded spectra using the 1D convolutional autoencoder model.

Dostupnost: https://doi.org/10.7717/peerjcs.1266/table-4

Process Monitoring of One-Shot Drilling of Al/CFRP Aeronautical Stacks Using the 1DCAE-GMM Framework.

Autoři: Mattera, Giulio Marchesano, Maria Grazia Caggiano, Alessandra a další

Zdroj: Electronics (2079-9292); May2025, Vol. 14 Issue 9, p1777, 17p

Témata: GENERATIVE artificial intelligence, ADAPTIVE control systems, GAUSSIAN mixture models, MACHINE learning, SUPPORT vector machines, DEEP learning

OCAE-based feature extraction and cluster analysis of high-energy-consuming plant loads.

Autoři: Zhou, Mengran Kong, Weile Hu, Feng a další

Zdroj: Computers & Electrical Engineering. Nov2024:Part B, Vol. 119, pN.PAG-N.PAG. 1p.

Témata: *FEATURE extraction, *CLUSTER analysis (Statistics), *AUTOENCODERS, *K-means clustering

Machine Learning-Assisted Denoising of Raman Spectral Remote Sensing Data for Improved Land Use Mapping

Autoři: Fawad Salam Khan Noman Hasany Sheikh Kamran Abid a další

Zdroj: Revue Internationale de Géomatique ; ISSN: 1260-5875 (Print) ; ISSN: 2116-7060 (Online) ; Volume 34 ; Issue 1

Témata: Machine learning, remote sensing, denoising, Raman spectra and land use mapping

Popis souboru: application/pdf

Relation: https://doi.org/10.32604/rig.2025.067026

Dostupnost: https://doi.org/10.32604/rig.2025.067026

Automated cell-type classification combining dilated convolutional neural networks with label-free acoustic sensing.

Autoři: Jeon, Hyeon-Ju Lim, Hae Gyun Shung, K. Kirk a další

Zdroj: Scientific Reports; 11/18/2022, Vol. 12 Issue 1, p1-17, 17p

Témata: CONVOLUTIONAL neural networks, DEEP learning, ARTIFICIAL neural networks, DATA augmentation, ARTIFICIAL intelligence, SPECTRUM analysis

EmoDescriptor: A hybrid feature for emotional classification in dance movements.

Autoři: Bai, Junxuan Dai, Rong Dai, Ju a další

Zdroj: Computer Animation & Virtual Worlds; Nov2021, Vol. 32 Issue 6, p1-14, 14p

Témata: MOTION capture (Human mechanics), EMOTIONS, BODY language, CLASSIFICATION

Frequency informed convolutional autoencoder for in situ anomaly detection in wire arc additive manufacturing.

Autoři: Mattera, Giulio Vozza, Mario Polden, Joseph a další

Zdroj: Journal of Intelligent Manufacturing; Dec2025, Vol. 36 Issue 8, p5819-5834, 16p

Témata: DEEP learning, WAVELETS (Mathematics), ELECTRIC welding, AUTOENCODERS, OUTLIER detection, TIME-frequency analysis, MACHINE learning, THREE-dimensional printing

High-Fidelity Emotion Recognition via SDR-Based Wireless Sensing and Deep Learning.

Autoři: Ullah, Hikmat AbuAli, Najah Ullah, Farman a další

Zdroj: Cognitive Computation; Dec2025, Vol. 17 Issue 6, p1-18, 18p

Seismocardiography for Emotion Recognition: A Study on EmoWear With Insights From DEAP.

Autoři: Rahmani, Mohammad Hasan Berkvens, Rafael Weyn, Maarten

Zdroj: IEEE Transactions on Affective Computing; Oct-Dec2025, Vol. 16 Issue 4, p2705-2720, 16p

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

Autoři: Shubham Chaudhry Azzedine Abdedou Azzeddine Soulaïmani

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

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

Popis souboru: electronic resource

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

Přístupová URL adresa: https://doaj.org/article/1acb9d02b46540cbb5ab687871ded7c0

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

Autoři: Chaudhry, Shubham Abdedou, Azzedine Soulaïmani, Azzeddine

Zdroj: Advanced Modeling & Simulation in Engineering Sciences; 8/5/2025, Vol. 12 Issue 1, p1-23, 23p

Edge-FLGuard+: A Federated and Lightweight Anomaly Detection Framework for Securing 5G-Enabled IoT in Smart Homes.

Autoři: Reis, Manuel J. C. S.

Zdroj: Future Internet; Aug2025, Vol. 17 Issue 8, p329, 14p

Témata: ANOMALY detection (Computer security), SMART homes, PRIVACY, DISTRIBUTED artificial intelligence, INTERNET of things, INTERNET security, 5G networks, FEDERATED learning

Lightweight 1D CNN model for emotion classification using GSR signal.

Autoři: Dessai, Amita Virani, Hassanali

Zdroj: International Journal of Innovative Research & Scientific Studies; 2025, Vol. 8 Issue 3, p5100-5116, 17p

Témata: CONVOLUTIONAL neural networks, GALVANIC skin response, EMOTION recognition, ARTIFICIAL intelligence, FACIAL expression

Providing context: Extracting non-linear and dynamic temporal motifs from brain activity.

Autoři: Geenjaar, Eloy Kim, Donghyun Calhoun, Vince

Zdroj: PLoS ONE; 6/12/2025, Vol. 20 Issue 6, p1-16, 16p

Témata: FUNCTIONAL magnetic resonance imaging, AUTOENCODERS, FUNCTIONAL connectivity, PEOPLE with schizophrenia, MODELS & modelmaking, DEEP learning

Cardiac-Related Signals Extraction in EIT using Generative Adversarial Networks.

Autoři: Cai, Yuxuan Zhang, Ke Li, Maokun a další

Zdroj: Journal of Physics: Conference Series; 2025, Vol. 3014 Issue 1, p1-4, 4p

Unsupervised AnomalyCEST: Unsupervised anomaly detection using CEST MRI of brain at 7T

Autoři: Anshuman Swain Paul Jacobs Abeer Mathur a další

Zdroj: ISMRM Annual Meeting.