Results 141 to 150 of about 5,267,034 (238)

Traction Machine State Recognition Method Based on DPCA Algorithm and Convolution Neural Network. [PDF]

Sensors (Basel), 2023
Li D, Yang J, Pan Z, Li N.
europepmc   +1 more source

Disrupted TFEB/GDNF–cAMP/ATP Coupling Underlies Astrocytic Dysfunction and Depression in LRRK2 G2019S Parkinson's Mice

Advanced Science, EarlyView.
ABSTRACT The LRRK2 G2019S mutation, a Parkinson's disease–linked variant, has been associated with depression‐like phenotypes, but mechanisms remain unclear. We chart age‐dependent behavioral changes and astrocyte reactivity in G2019S mice and define a pathway connecting LRRK2 to TFEB/GDNF signaling, cellular energetics, and inflammation.
Longping Yao, Maryam Hatami, Sumeyye Koc, Qing Jiang, Thomas Skutella, Yuanfeng Zhang   +5 more
wiley   +1 more source

Bathymetry of the Philippine sea with convolution neural network from multisource marine geodetic data. [PDF]

iScience
Guo J, Zhou S, Guo J.
europepmc   +1 more source

NEW TECHNIQUES APPLIED IN ECONOMICS. ARTIFICIAL NEURAL NETWORK [PDF]

The present paper has the objective to inform the public regarding the use of new techniques for the modeling, simulate and forecast of system from different field of activity.
Constantin Ilie, Margareta Udrescu
core  

Targeted Restoration of the Microbial Tryptophan Oxidative Pathway Ameliorates Autism‐Like Behavioral and Synaptic Deficits

Advanced Science, EarlyView.
ABSTRACT Autism Spectrum Disorder (ASD) is associated with gut microbiota dysbiosis, yet the contribution of specific microbial metabolic pathways remains unclear. Reanalysis of a public ASD cohort revealed reduced functional potential in microbial tryptophan oxidative metabolism.
Rui Guo, Caian He, Xiao Xiao, Jingmeng Li, Zilong Zhang, Ying He, Chuanchuan Wang, Jiale Zhao, Jun Gong, Jiarui Liang, Tian Yuan, Haiting Sun, Xuebo Liu, Chao Gao, Zhigang Liu   +14 more
wiley   +1 more source

A stacked custom convolution neural network for voxel-based human brain morphometry classification. [PDF]

Sci Rep
Arumuga Maria Devi T, Saji KS.
europepmc   +1 more source

A Multiplier-Free Convolution Neural Network Hardware Accelerator for Real-Time Bearing Condition Detection of CNC Machinery. [PDF]

Sensors (Basel), 2023
Liang YP, Hung MY, Chung CC.
europepmc   +1 more source

Physics‐Embedded Neural Network: A Novel Approach to Design Polymeric Materials

Advanced Science, EarlyView.
Traditional black‐box models for polymer mechanics rely solely on data and lack physical interpretability. This work presents a physics‐embedded neural network (PENN) that integrates constitutive equations into machine learning. The approach ensures reliable stress predictions, provides interpretable parameters, and enables performance‐driven, inverse ...
Siqi Zhan, Hengheng Zhao, Haotian Wang, Zhanjie Liu, Qian Li, Weifeng Zhang, Qingsong Zhao, Liqun Zhang, Jun Liu   +8 more
wiley   +1 more source

Model-Based Convolution Neural Network for 3D Near-Infrared Spectral Tomography. [PDF]

IEEE Trans Med Imaging
Wei C, Li Z, Hu T, Zhao M, Sun Z, Jia K, Feng J, Pogue BW, Paulsen KD, Jiang S.   +9 more
europepmc   +1 more source

Multidomain Convolution Neural Network Models for Improved Event-Related Potential Classification. [PDF]

Sensors (Basel), 2023
Chen X, Gupta RS, Gupta L.
europepmc   +1 more source