Results 161 to 170 of about 13,592 (226)

Subject-Independent Depression Recognition from EEG Using an Improved Bidirectional LSTM with Dynamic Vector Routing. [PDF]

Bioengineering (Basel)
Ji Z, Liu K, Ma W, Ning X, Gao Y.
europepmc   +1 more source

An effective deep residual network based class attention layer with bidirectional LSTM for diagnosis and classification of COVID-19. [PDF]

J Appl Stat, 2023
Pustokhin DA, Pustokhina IV, Dinh PN, Phan SV, Nguyen GN, Joshi GP, K S.   +6 more
europepmc   +1 more source

Disentangling Spatial‐Temporal Features for Controllable Factors Learning in Precipitation Nowcasting

Journal of Geophysical Research: Machine Learning and Computation, Volume 3, Issue 4, August 2026.
Abstract Precipitation nowcasting refers to the high‐resolution forecasting of rainfall and hydrometeors within 0–6 hr according to the official definition of the World Meteorological Organization, which has relied on numerical models for decades. Recently, artificial intelligence (AI) has shown promise in addressing precipitation nowcasting.
Nan Yang, Chong Wang, Ruikai Yang, Xiaofeng Li   +3 more
wiley   +1 more source

Advancing epileptic seizure recognition through bidirectional LSTM networks. [PDF]

Front Comput Neurosci
Al-Marzouki S.
europepmc   +1 more source

Attention and Geological Knowledge Guided Spectral‐Spatial Networks for Geochemical Anomalies Recognition

Journal of Geophysical Research: Machine Learning and Computation, Volume 3, Issue 4, August 2026.
Abstract Achieving both accuracy and interpretability in deep learning models for geochemical anomaly recognition constitutes a significant challenge. To overcome this challenge, this study developed a novel interpretable dual‐branch network combining a spectral attention bidirectional RNN (BiRNN) branch and a spatial attention CNN branch guided with ...
Yihui Xiong, Zhixiang Liang, Zhiyi Chen, Yao Fan, Renguang Zuo   +4 more
wiley   +1 more source

Application of stacked bidirectional LSTM neural networks in reservoir porosity prediction. [PDF]

Sci Rep
Zhang P, Hu S, Xiao Y, Chen P, Sun D.
europepmc   +1 more source

AI Challenge for Satellite Tracking and Orbit Resilience Modeling (STORM‐AI): Data Set, Design, and Results

Space Weather, Volume 24, Issue 8, August 2026.
Abstract Precise thermospheric density forecasting is critical for mitigating satellite drag in Low Earth Orbit (LEO), but traditional empirical models such as MSIS and JB2008 can fail during geomagnetic storms. To evaluate whether AI can better capture this transient behavior, the 2025 MIT ARCLab Prize for AI Innovation in Space asked participants to ...
Sergio Sanchez‐Hurtado, Haley E. Solera, William E. Parker, Mia Tian, Ruoxi Qian, Edenna Chen, Enrico M. Zucchelli, Rasyid Ridha, Dominic Bruno, Christopher Yeung, Justin Gmys, Binh Tran, Bhargav M. Joshi, Victor Rodriguez‐Fernandez, Jefferson Mitchell, Morgan Mitchell, Jonathan P. How, Giovanni Lavezzi, Richard Linares   +18 more
wiley   +1 more source

Working mode detection method based on bidirectional LSTM for pipe jacking inertial automatic guidance system. [PDF]

Sci Rep
Zu Y, Wang L, Hu Y, Yang G, He B, Zhou Z.   +5 more
europepmc   +1 more source

Simultaneous Multi–Horizon Forecasting of Dst and Hp60 Geomagnetic Indices via a Multitask LSTM Framework

Space Weather, Volume 24, Issue 8, August 2026.
Abstract This study presents a novel multitask deep learning framework that integrates models designed for simultaneous, multi‐horizon forecasting of Hp60 and Disturbance storm time (Dst) indices with lead times up to 3 hr. Using a Long Short‐Term Memory architecture, the models capture both mid‐latitude variability and the ring current dynamics. Input
Joseph Kagotho Muriithi, Collins Mito, Edward Uluma, Boniface Ndinya, Daniel Okoh   +4 more
wiley   +1 more source

BLSAM-TIP: Improved and robust identification of tyrosinase inhibitory peptides by integrating bidirectional LSTM with self-attention mechanism. [PDF]

PLoS One
Ahmed S, Schaduangrat N, Chumnanpuen P, Mahmud SMH, Goh KOM, Shoombuatong W.   +5 more
europepmc   +1 more source