Search Results - "Short-term memory"

An optimization method for flexible interconnection planning based on improved CNN-LSTM prediction and tunable relative entropy-driven chaotic evolution.

Authors: Zhao X Xing X Guo X et al.

Source: PloS one [PLoS One] 2026 Jun 12; Vol. 21 (6), pp. e0351324. Date of Electronic Publication: 2026 Jun 12 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

A Robust Multi-Branch CNN-LSTM Architecture for Cross-Subject Motor Imagery Classification.

Authors: Zini S Bidone F Napoletano P

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 May 23; Vol. 26 (11). Date of Electronic Publication: 2026 May 23.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

A physically guided and interpretable SWAT-BiLSTM framework with Bayesian optimization for bias correction in daily streamflow forecasting.

Authors: Jin L Peng T Jiang Z et al.

Source: Journal of contaminant hydrology [J Contam Hydrol] 2026 Jul; Vol. 281, pp. 104952. Date of Electronic Publication: 2026 Apr 19.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 8805644 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-6009 (Electronic) Linking ISSN: 01697722 NLM ISO Abbreviation: J Contam Hydrol Subsets: MEDLINE

Alzheimer's disease with progression analysis using a novel dilated convolutional attention based long short term memory model.

Authors: Rudraraju A Lakshmi SV

Source: Psychiatry research. Neuroimaging [Psychiatry Res Neuroimaging] 2026 Sep; Vol. 361, pp. 112232. Date of Electronic Publication: 2026 Apr 24.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 101723001 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7506 (Electronic) Linking ISSN: 09254927 NLM ISO Abbreviation: Psychiatry Res Neuroimaging Subsets: MEDLINE

HCBiLSTM-WOA: hybrid convolutional bidirectional long short-term memory with water optimization algorithm for autism spectrum disorder.

Authors: Kavitha V Siva R

Source: Computer methods in biomechanics and biomedical engineering [Comput Methods Biomech Biomed Engin] 2025 May; Vol. 28 (6), pp. 818-840. Date of Electronic Publication: 2024 Sep 18.

Publication Type: Journal Article

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 9802899 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-8259 (Electronic) Linking ISSN: 10255842 NLM ISO Abbreviation: Comput Methods Biomech Biomed Engin Subsets: MEDLINE

Hybrid optimized temporal convolutional networks with long short-term memory for heart disease prediction with deep features.

Authors: Balamurugan M Meera DS

Source: Computer methods in biomechanics and biomedical engineering [Comput Methods Biomech Biomed Engin] 2025 May; Vol. 28 (7), pp. 996-1020. Date of Electronic Publication: 2024 Apr 08.

Publication Type: Journal Article

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 9802899 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-8259 (Electronic) Linking ISSN: 10255842 NLM ISO Abbreviation: Comput Methods Biomech Biomed Engin Subsets: MEDLINE

Long Short-Term Memory-GPT-4 Integration for Interpretable Biomedical Signal Classification: Proof-of-Concept Study.

Authors: Poreddy KKR Sahu A Mukherjee S et al.

Source: JMIR formative research [JMIR Form Res] 2026 Mar 20; Vol. 10, pp. e87962. Date of Electronic Publication: 2026 Mar 20.

Publication Type: Journal Article

Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101726394 Publication Model: Electronic Cited Medium: Internet ISSN: 2561-326X (Electronic) Linking ISSN: 2561326X NLM ISO Abbreviation: JMIR Form Res Subsets: MEDLINE

Development of a bus real-time crash risk prediction framework by using a self-attention-based bidirectional long and short-term memory network with anomaly detection learning and mixed sequence features.

Authors: Zhang N Wu Y Yang A et al.

Source: Accident; analysis and prevention [Accid Anal Prev] 2026 Feb; Vol. 225, pp. 108306. Date of Electronic Publication: 2025 Nov 13.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: England NLM ID: 1254476 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2057 (Electronic) Linking ISSN: 00014575 NLM ISO Abbreviation: Accid Anal Prev Subsets: MEDLINE

Temporal Modelling for EEG Seizure Prediction: Saturation and Cross-Patient Variability.

Authors: Basu K Riddell W Biloborodova T et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 Jun 29; Vol. 338, pp. 729-733.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Power load forecasting combining deep learning models and improved CLPO algorithm.

Authors: Song J Wei X Li Z et al.

Source: PloS one [PLoS One] 2026 Jun 29; Vol. 21 (6), pp. e0351428. Date of Electronic Publication: 2026 Jun 29 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Forecasting COVID-19 new cases using NBEATS deep learning and mobility data.

Authors: Nazir A Shorfuzzaman M Lotfi ML et al.

Source: PloS one [PLoS One] 2026 Jun 29; Vol. 21 (6), pp. e0350264. Date of Electronic Publication: 2026 Jun 29 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability.

Authors: Abdelrahman O XinYing C Malik EF et al.

Source: PloS one [PLoS One] 2026 Jun 26; Vol. 21 (6), pp. e0352882. Date of Electronic Publication: 2026 Jun 26 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Optimized feature selection and zero-parameter channel attention BiLSTM for RPL-attack classification in IoT networks.

Authors: Unnam SR Shaik K

Source: PloS one [PLoS One] 2026 Jun 18; Vol. 21 (6), pp. e0350844. Date of Electronic Publication: 2026 Jun 18 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

CNN-BiLSTM-Based Hybrid Deep Learning for Multi-Metric Anomaly Detection and Mitigation in Secure IoMT Healthcare WBANs.

Authors: Muthupandian S Manoj Kumar D

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Jun 17; Vol. 26 (12). Date of Electronic Publication: 2026 Jun 17.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

A hybrid transformer-BiLSTM model optimized with Firefly Algorithm for network traffic anomaly detection.

Authors: Luo D Wang W Liu X et al.

Source: PloS one [PLoS One] 2026 Jun 17; Vol. 21 (6), pp. e0341920. Date of Electronic Publication: 2026 Jun 17 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

A Joint-Level Hybrid Framework for Gait Analysis Using Camera-IMU Fusion and LSTM-Based Temporal Correction.

Authors: Ha E Kim JW

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Jun 16; Vol. 26 (12). Date of Electronic Publication: 2026 Jun 16.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Early Sepsis Detection Using Heterogeneous Structured ICU Data with Explainable Deep Learning.

Authors: Taparugssanagorn A Särestöniemi M Hämäläinen M et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Jun 08; Vol. 26 (12). Date of Electronic Publication: 2026 Jun 08.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Domain-informed weight forecasting: leveraging behavioral and physiological sequences from wearables.

Authors: Cheng L Wang L Wang G et al.

Source: Frontiers in public health [Front Public Health] 2026 Jun 02; Vol. 14, pp. 1810381. Date of Electronic Publication: 2026 Jun 02 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE

Diagonal loading common spatial patterns with Pearson correlation coefficient based feature selection for efficient motor imagery classification.

Authors: Ali HS Ismail AI El-Rabaie EM et al.

Source: Computer methods in biomechanics and biomedical engineering [Comput Methods Biomech Biomed Engin] 2026 Jun; Vol. 29 (8), pp. 1752-1766. Date of Electronic Publication: 2025 Jan 31.

Publication Type: Journal Article

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 9802899 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-8259 (Electronic) Linking ISSN: 10255842 NLM ISO Abbreviation: Comput Methods Biomech Biomed Engin Subsets: MEDLINE

Risk assessment of civil aviation cabin safety incidents based on the CNN-LSTM-Attention model.

Authors: Zhou L Wang X Jiang W et al.

Source: PloS one [PLoS One] 2026 May 27; Vol. 21 (5), pp. e0343678. Date of Electronic Publication: 2026 May 27 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE