Search Results - "Temporal Convolutional Networks"

An explainable and efficient deep learning framework for EEG-based diagnosis of Alzheimer's disease and frontotemporal dementia

Authors: Khan, Waqar Khan, Muhammad Shahbaz Qasem, Sultan Noman et al.

Source: Frontiers in Medicine. 12

Subject Terms: explainable AI, XAI, Alzheimer's disease, temporal convolutional networks, long short-term memory, frontotemporal dementia, EEG, mental disorders

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-122737
https://doi.org/10.3389/fmed.2025.1590201

Relative music loudness estimation in TV broadcast audio using deep learning: an industrial perspective

Authors: Meléndez Catalán, Blai

Contributors: University/Department: Universitat Pompeu Fabra. Departament de Tecnologies de la Informació i les Comunicacions

Thesis Advisors: Molina, Emilio, Gómez Gutiérrez, Emilia

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Music detection, Relative music loudness estimation, Deep learning, Copyright management industry, Public dataset, Annotation tool, Convolutional neural networks, Temporal convolutional networks, TV broadcast audio, Audio processing, Detecció de música, Estimació del volum relatiu de la música, Aprenentatge profund, Indústria del dret d’autor, Conjunt de dades públic, Eina d’anotació, Xarxes neuronals convolucionals, Xarxes temporals convolucionals, Àudio emès per TV, Processament d’àudio

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/671425

Enhancing supply chain resilience with data envelopment analysis and temporal convolutional networks for supplier efficiency and late delivery risk prediction

Authors: Mastoor M. Abushaega Osamah Y. Moshebah Ahmed Hamzi et al.

Source: Alexandria Engineering Journal, Vol 128, Iss, Pp 231-246 (2025)

Subject Terms: Supplier evaluation, Data Envelopment Analysis, Delivery risk, Supply chain, TA1-2040, Engineering (General). Civil engineering (General), Temporal Convolutional Networks

Access URL: https://doaj.org/article/14be641238fa46609d33e10759613174

Wearable High-Density sEMG Processing with Class Activation Maps with an Embedded Temporal Convolutional Network

Authors: Zanghieri, Marcello Rapa, Pierangelo M. Orlandi, Mattia et al.

Source: 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS)

Subject Terms: Embedded systems, HD-sEMG, Human-machine interaction, Human-machine interfaces, MCU, Low-power, Temporal convolutional networks, TinyML, Wearable, Embedded Systems, Human-Machine Interfaces, HumanMachine Interaction, LowPower, Temporal Convolutional Networks

Access URL: https://hdl.handle.net/11585/1005036
https://doi.org/10.1109/biocas61083.2024.10798295
http://hdl.handle.net/20.500.11850/716049

Natural language processing for extracting consumer sentiment dynamics through multimodal social media analysis to predict microeconomic consumption pattern shifts

Authors: Yukai Weng Haytham F. Isleem Khalil El Hindi et al.

Source: Journal of Big Data, Vol 12, Iss 1, Pp 1-31 (2025)

Subject Terms: Consumer sentiment analysis, Multimodal analytics, Economic forecasting, Deep learning, Social media mining, Temporal convolutional networks, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/2196-1115

Access URL: https://doaj.org/article/f525191fd2f34b81b8e0999bd6da2ed0

A deep learning approach to energy disaggregation using TCN layers for appliance and load insights

Authors: Anakal, Sudhir Gireesha, B. Varanasi, L. N. Sastry et al.

Source: Engineering review. 45:102-113

Subject Terms: load prediction, energy disaggregation, non-intrusive load monitoring (NILM), appliance classification, temporal convolutional networks (TCNs), smart energy systems

File Description: application/pdf

BTCP: Binary Temporal Convolutional Network-Based Data Prefetcher for Low Inference Latency and Storage Overhead

Authors: Chang Ho Ryu Tae Hee Han

Source: IEEE Access, Vol 13, Pp 115048-115062 (2025)

Subject Terms: machine learning, Binary neural networks, temporal convolutional networks, Electrical engineering. Electronics. Nuclear engineering, computer architecture, data prefetching, TK1-9971

Access URL: https://doaj.org/article/32e74a4f286f44fba486d3248d159342

Temporal Convolutional Network Approach to Secure Open Charge Point Protocol (OCPP) in Electric Vehicle Charging

Authors: Ikram Benfarhat Vik Tor Goh Chun Lim Siow et al.

Source: IEEE Access, Vol 13, Pp 15272-15289 (2025)

Subject Terms: Temporal convolutional networks (TCNs), vulnerabilities, charging management systems (EVCMS), charge stations (EVCS), TL1-484 Motor vehicles. Cycles, Electrical engineering. Electronics. Nuclear engineering, OCPP, classification and detection, TK1-9971

File Description: text

Access URL: https://doaj.org/article/92bf829b831444ed8df56e8db49be9ed

GTA-Net: An IoT-integrated 3D human pose estimation system for real-time adolescent sports posture correction

Authors: Shizhe Yuan Li Zhou

Source: Alexandria Engineering Journal, Vol 112, Iss, Pp 585-597 (2025)

Subject Terms: FOS: Computer and information sciences, Temporal convolutional networks, Graph Convolutional Networks, Computer Vision and Pattern Recognition (cs.CV), Internet of Things, Intelligent sports training, Real-time feedback, Computer Science - Computer Vision and Pattern Recognition, 3D human pose estimation, TA1-2040, Engineering (General). Civil engineering (General)

Access URL: http://arxiv.org/abs/2411.06725
https://doaj.org/article/aeb10f7f76ab4335a4767583852e16b8

A Hybrid Temporal Convolutional Network and Transformer Model for Accurate and Scalable Sales Forecasting

Authors: MD AL Rafi Gourab Nicholas Rodrigues MD Nazmul Hossain Mir et al.

Source: IEEE Open Journal of the Computer Society, Vol 6, Pp 380-391 (2025)

Subject Terms: Sales forecasting, Electronic computers. Computer science, temporal convolutional networks, transformers, QA75.5-76.95, Information technology, and deep learning, T58.5-58.64, time-series forecasting

Access URL: https://doaj.org/article/3247ca274ad6498f9c5dde2d2cc686fc

A Hybrid Deep Learning Framework for Deepfake Detection Using Temporal and Spatial Features

Authors: Fazeel Zafar Talha Ahmed Khan Salas Akbar et al.

Source: IEEE Access, Vol 13, Pp 79560-79570 (2025)

Subject Terms: Deepfake detection, feature pyramid network (FPN), multi-task convolutional neural network (MTCNN), Electrical engineering. Electronics. Nuclear engineering, face detection and alignment, temporal convolutional networks (TCNs), EfficientNet B0, TK1-9971

Access URL: https://doaj.org/article/45e1dc99b19644e7a72a67e959c837bf

Advanced Temporal Convolutional Network Framework for Intrusion Detection in Electric Vehicle Charging Stations

Authors: Ikram Benfarhat Vik Tor Goh Chun Lim Siow et al.

Source: IEEE Open Journal of Vehicular Technology, Vol 6, Pp 1033-1050 (2025)

Subject Terms: Transportation engineering, vulnerabilities, TA1001-1280, real-time systems. temporal convolutional networks (TCNs), OCPP, Charge stations (EVCS), charging management systems (CMS), Transportation and communications, classification and detection, HE1-9990

Access URL: https://doaj.org/article/41b3040749dd4530a1429ef459279927

An Effective Temporal Convolutional Networks-Based Method for Detecting Android Malware Using Dynamic Extracted Features

Authors: Abdurraheem Joomye Mee Hong Ling Muhammed Basheer Jasser et al.

Source: IEEE Access, Vol 13, Pp 49891-49904 (2025)

Subject Terms: machine learning, Android malware, deep learning, temporal convolutional networks, Electrical engineering. Electronics. Nuclear engineering, dynamic analysis, TK1-9971

Access URL: https://doaj.org/article/2a1075ac1c674bbaa35671da7bae882f

Optimization of TCN-BiLSTM for dissolved oxygen prediction based on improved sparrow search algorithm

Authors: Pei Shi Mingjie Tang Quan Wang et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-18 (2025)

Subject Terms: Dissolved oxygen prediction, Temporal convolutional networks, Sparrow optimization algorithm, Combinatorial models, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/475910d387064b698329037a740ca8d1

Daily insider threat detection with hybrid TCN transformer architecture

Authors: Xiaoyun Ye Huangrongbin Cui Faqin Luo et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-21 (2025)

Subject Terms: Inside Threat, Temporal Convolutional Networks (TCNs), Transformer, Sliding Window, Malicious Behavior Detection, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/babfeef184d34ac0b742066425e68e43

Design of mTCN framework for disaster prediction a fusion of massive machine type communications and temporal convolutional networks

Authors: M. Umadevi J. Arun Kumar S. Vishnu Priyan et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-32 (2025)

Subject Terms: Disaster prediction, Temporal convolutional networks (TCNs), Massive machine-type communications (mMTC), Federated learning, Blockchain technology, Real-time monitoring, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/83b0739491444cd3a4b7bfd5170ffd35

Advancing BCI with a transformer-based model for motor imagery classification

Authors: Wangdan Liao Hongyun Liu Weidong Wang

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-12 (2025)

Subject Terms: Motor imagery (MI), Electroencephalography (EEG), Classification, Transformer, Temporal Convolutional Networks (TCNs), Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/ad091aafb6e643eba04d2f738898302e

Multistage fall detection framework via 3D pose sequences and TCN integration

Authors: Leitao Qi Haibo Sun

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-11 (2025)

Subject Terms: Fall detection, Human pose estimation, 3D pose lifting, Domain transfer, Temporal convolutional networks, Anomaly detection, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/c2dee48390774584b24e0eb4b5351dfa

Cloud based real-time multivariate multi-step prediction of systolic blood pressure and heart rate using temporal convolutional network and Apache Spark

Authors: Hager Saleh Nora El-Rashidy Sherif Mostafa et al.

Source: Journal of Big Data, Vol 12, Iss 1, Pp 1-46 (2025)

Subject Terms: Real-time vital signs prediction, Fog computing, Multi-task learning, Deep neural networks, Big data streaming, Temporal convolutional networks, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/2196-1115

Access URL: https://doaj.org/article/5df44847e4d247c9a4db723a5d796251

sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller

Authors: Zanghieri, Marcello Rapa, Pierangelo Maria Orlandi, Mattia et al.

Contributors: Zanghieri, Marcello Rapa, Pierangelo Maria Orlandi, Mattia et al.

Source: IEEE Transactions on Biomedical Circuits and Systems, 18 (4)

Subject Terms: Male, Adult, Continual Learning, Deep Learning, Electromyography, Embedded, Human-Machine Interaction, Human-Machine Interfaces, Incremental Learning, Low-Power, Machine Learning, Microcontroller, On-Device Learning, Online Learning, Parallel Computing, Prosthetics, Ultra-Low Power, PULP, Real Time, Regression, Temporal Convolutional Networks, TinyML, Training-on-Device, Electromyography, 2208 Electrical and Electronic Engineering, Training, Force, Estimation, Accuracy, Adaptation models, Data models, Microcontrollers, Continual learning, deep learning, electromyography, embedded, human-machine interaction, human-machine interfaces, incremental learning, low-power, machine learning, microcontroller, on-device learning, online learning, parallel computing, prosthetics, ultra-low power, PULP, real time, regression, temporal convolutional networks, tinyML, training-on-device, Continual Learning, Deep Learning, Embedded, Human-Machine Interaction, Human-Machine Interfaces, Incremental Learning, Low-Power, Machine Learning, Microcontroller, On-Device Learning, Online Learning, Parallel Computing, Prosthetics, Real Time, Regression, Temporal Convolutional Networks, TinyML, Training-on-Device, Ultra-Low Power, 2204 Biomedical Engineering, Signal Processing, Computer-Assisted, Hand, Biomechanical Phenomena, 570 Life sciences, biology, Humans, Female, 10194 Institute of Neuroinformatics

File Description: application/pdf

Access URL: https://pubmed.ncbi.nlm.nih.gov/38885102
http://hdl.handle.net/20.500.11850/694579