FasterMLP efficient vision networks combining attention mechanisms and wavelet downsampling.

Authors: Ma, Chenhao¹ (AUTHOR), Liu, Xueyuan² (AUTHOR), Cao, Yong^1,3 (AUTHOR), Rong, Jian^1,3,4 (AUTHOR) swordrong@swfu.edu.cn

Source: Scientific Reports. 2/15/2025, Vol. 15 Issue 1, p1-14. 14p.

Subject Terms: *MULTILAYER perceptrons, *CONVOLUTIONAL neural networks, *ARTIFICIAL intelligence, *FEATURE extraction, *VISUAL perception

MBS-NeRF: reconstruction of sharp neural radiance fields from motion-blurred sparse images.

Authors: Gao, Changbo¹ (AUTHOR), Sun, Qiucheng¹ (AUTHOR) sunqiucheng@ccsfu.edu.cn, Zhu, Jinlong¹ (AUTHOR), Chen, Jie¹ (AUTHOR)

Source: Scientific Reports. 2/12/2025, Vol. 15 Issue 1, p1-13. 13p.

Subject Terms: *MULTILAYER perceptrons, *TRAJECTORY optimization, *IMAGE processing, *ARTIFICIAL intelligence, *RADIANCE

Machine Learning-Based Prediction of Well Logs Guided by Rock Physics and Its Interpretation.

Authors: Zhang, Ji¹ (AUTHOR) 18799632186@163.com, Liu, Guiping¹ (AUTHOR), Wei, Zhen¹ (AUTHOR), Li, Shengge¹ (AUTHOR), Zayier, Yeheya¹ (AUTHOR), Cheng, Yuanfeng¹ (AUTHOR) chengyuanfeng@aliyun.com

Source: Sensors (14248220). Feb2025, Vol. 25 Issue 3, p836. 17p.

Subject Terms: *MACHINE learning, *MULTILAYER perceptrons, *ARTIFICIAL intelligence, *DECISION trees, *PHYSICS

An Airborne Gravity Gradient Compensation Method Based on Convolutional and Long Short-Term Memory Neural Networks.

Authors: Zhou, Shuai¹ (AUTHOR), Yang, Changcheng¹ (AUTHOR), Cheng, Yi¹ (AUTHOR), Jiao, Jian¹ (AUTHOR) jiaojian001@jlu.edu.cn

Source: Sensors (14248220). Jan2025, Vol. 25 Issue 2, p421. 28p.

Subject Terms: *LONG short-term memory, *MULTILAYER perceptrons, *GRAVIMETRY, *DEEP learning, *NATURAL gas prospecting

Applying MLP-Mixer and gMLP to Human Activity Recognition.

Authors: Miyoshi, Takeru^1,2 (AUTHOR) miyoshi@ishikawa-nct.ac.jp, Koshino, Makoto² (AUTHOR), Nambo, Hidetaka¹ (AUTHOR)

Source: Sensors (14248220). Jan2025, Vol. 25 Issue 2, p311. 19p.

Subject Terms: *HUMAN activity recognition, *MULTILAYER perceptrons, *COMPUTER vision, *CONVOLUTIONAL neural networks, *IMAGE processing, *DEEP learning

Improving Fuel Consumption Prediction for Marine Diesel Engines Using Hierarchical Neural Networks and Pulsating Exhaust Models.

Authors: Salazar, Anibal Aguillon^1,2 (AUTHOR) anibalaguillons@gmail.com, Salameh, Georges¹ (AUTHOR), Chesse, Pascal¹ (AUTHOR), Bulot, Nicolas² (AUTHOR), Thevenoux, Yoann² (AUTHOR)

Source: Energies (19961073). Jan2025, Vol. 18 Issue 1, p17. 26p.

Subject Terms: *ARTIFICIAL neural networks, *MULTILAYER perceptrons, *DIESEL fuels, *MARINE engines, *ENERGY consumption

Evaluating Neural Network Performance in Predicting Disease Status and Tissue Source of JC Polyomavirus from Patient Isolates Based on the Hypervariable Region of the Viral Genome.

Authors: Pike, Aiden M. C.^1,2,3 (AUTHOR) melissa.maginnis@maine.edu, Amal, Saeed^4,5 (AUTHOR) s.amal@northeastern.edu, Maginnis, Melissa S.^3,6 (AUTHOR), Wilczek, Michael P.^2,7,8 (AUTHOR) m.wilczek@northeastern.edu

Source: Viruses (1999-4915). Jan2025, Vol. 17 Issue 1, p12. 19p.

Subject Terms: *PROGRESSIVE multifocal leukoencephalopathy, *MULTILAYER perceptrons, *SINGULAR value decomposition, *VIRAL mutation, *VIRAL genomes

DEVELOPMENT OF AN ENHANCED TORQUE AND DRAG MODEL USING MACHINE LEARNING FOR OPTIMIZING DRILLING EFFICIENCY.

Authors: Sharauova, Aizada¹, Kabdula, Asset², Delikesheva, Dinara³, delikesheva@satbayev.university, Kadirbek, Sharau⁴, Zaripov, Nurlan⁵

Source: Eastern-European Journal of Enterprise Technologies; 2025, Vol. 133 Issue 1, p82-89, 8p

Innovative MIM diplexer with neural network enhanced refractive index detection for advanced photonic applications.

Authors: Zonouri, Seyed Abed¹ (AUTHOR) a.zonoori@yahoo.com, Basem, Ali² (AUTHOR), Younis Al-zahy, Mohamed Atiah³ (AUTHOR)

Source: Scientific Reports. 12/28/2024, Vol. 14 Issue 1, p1-16. 16p.

Subject Terms: *MULTILAYER perceptrons, *TELECOMMUNICATION, *PHYSICAL sciences, *SENSOR networks, *OPTICAL devices

Model Identification and Transferability Analysis for Vehicle-to-Grid Aggregate Available Capacity Prediction Based on Origin–Destination Mobility Data.

Authors: Patanè, Luca¹ (AUTHOR) lpatane@unime.it, Sapuppo, Francesca¹ (AUTHOR) francesca.sapuppo@unime.it, Rinaldi, Gabriele¹ (AUTHOR), Comi, Antonio² (AUTHOR) comi@ing.uniroma2.it, Napoli, Giuseppe³ (AUTHOR) giuseppe.napoli@cnr.it, Xibilia, Maria Gabriella¹ (AUTHOR)

Source: Energies (19961073). Dec2024, Vol. 17 Issue 24, p6374. 22p.

Subject Terms: *LONG short-term memory, *MULTILAYER perceptrons, *AUTOREGRESSIVE models, *PREDICTION models, *DYNAMIC models

Unlocking Security for Comprehensive Electroencephalogram-Based User Authentication Systems.

Authors: Khalil, Adnan Elahi Khan¹ (AUTHOR) a00836552@tec.mx, Perez-Diaz, Jesus Arturo¹ (AUTHOR) jesus.arturo.perez@tec.mx, Cantoral-Ceballos, Jose Antonio¹ (AUTHOR), Antelis, Javier M.¹ (AUTHOR)

Source: Sensors (14248220). Dec2024, Vol. 24 Issue 24, p7919. 25p.

Subject Terms: *MULTILAYER perceptrons, *MULTI-factor authentication, *ARTIFICIAL intelligence, *FEATURE extraction, *DATABASES, *FEEDFORWARD neural networks

ReLU, Sparseness, and the Encoding of Optic Flow in Neural Networks.

Authors: Layton, Oliver W.¹ (AUTHOR) oliver.layton@colby.edu, Peng, Siyuan^1,2 (AUTHOR), Steinmetz, Scott T.³ (AUTHOR) ststein@sandia.gov

Source: Sensors (14248220). Dec2024, Vol. 24 Issue 23, p7453. 25p.

Subject Terms: *OPTICAL flow, *MULTILAYER perceptrons, *CONVOLUTIONAL neural networks, *DEEP learning, *ROBOTICS

Prediction of Intraday Electricity Supply Curves.

Authors: Vivó, Guillermo¹, guillermo.vivo@alumnos.uc3m.es, Alonso, Andrés M.², andres.alonso@uc3m.es

Source: Applied Sciences (2076-3417); Nov2024, Vol. 14 Issue 22, p10663, 19p

How Resilient Are Kolmogorov–Arnold Networks in Classification Tasks? A Robustness Investigation.

Authors: Ibrahum, Ahmed Dawod Mohammed¹, ahmed_ibrahum@chungbuk.ac.kr, Shang, Zhengyu¹, Hong, Jang-Eui¹, jehong@chungbuk.ac.kr

Source: Applied Sciences (2076-3417); Nov2024, Vol. 14 Issue 22, p10173, 25p

How to Learn More? Exploring Kolmogorov–Arnold Networks for Hyperspectral Image Classification.

Authors: Jamali, Ali¹ (AUTHOR) alij@sfu.ca, Roy, Swalpa Kumar² (AUTHOR) swalpa@agemc.ac.in, Hong, Danfeng^3,4 (AUTHOR) hongdf@aircas.ac.cn, Lu, Bing¹ (AUTHOR), Ghamisi, Pedram^5,6 (AUTHOR) p.ghamisi@gmail.com

Source: Remote Sensing. Nov2024, Vol. 16 Issue 21, p4015. 17p.

Subject Terms: *TRANSFORMER models, *MULTILAYER perceptrons, *IMAGE recognition (Computer vision), *CONVOLUTIONAL neural networks, *DEEP learning

AUTO: supervised learning with full model search and global optimisation.

Authors: Lovinger, Justin¹, auto@justinlovinger.com, Valova, Iren¹

Source: Journal of Experimental & Theoretical Artificial Intelligence; Nov2024, Vol. 36 Issue 8, p1619-1630, 12p

Quantification of tremor dynamics via video-based analysis.

Authors: Lee, Seung-Hwan¹, movement@kangwon.ac.kr, Lee, Dongseop², Park, Jihoon², Shim, Jae-Min², Kim, Baeksop^3,4, bskim@hallym.ac.kr

Source: Multimedia Tools & Applications; Oct2024, Vol. 83 Issue 35, p82963-82981, 19p

Thermal Runaway Diagnosis of Lithium-Ion Cells Using Data-Driven Method.

Authors: Choi, Youngrok¹, ychoi.cnu@gmail.com, Park, Pangun¹, pgpark@cnu.ac.kr

Source: Applied Sciences (2076-3417); Oct2024, Vol. 14 Issue 19, p9107, 12p

Comparing hyperparameter optimized support vector machine, multi-layer perceptron and bagging classifiers for diabetes mellitus prediction.

Authors: Yatoo, Nuzhat Ahmad¹, Ali, Ishok Sathik², Mirza, Imran³, imran.mirza@poornima.edu.in

Source: International Journal of Electrical & Computer Engineering (2088-8708); Oct2024, Vol. 14 Issue 5, p5834-5847, 14p

Bitterling fish optimization (BFO) algorithm.

Authors: Zareian, Lida¹, Rahebi, Javad², cevatrahebi@topkapi.edu.tr, Shayegan, Mohammad Javad¹

Source: Multimedia Tools & Applications; Sep2024, Vol. 83 Issue 31, p75893-75926, 34p