This article outlines how artificial intelligence could reshape the design of next‐generation transistors as traditional scaling reaches its limits. It discusses emerging roles of machine learning across materials selection, device modeling, and fabrication processes, and highlights hierarchical reinforcement learning as a promising framework for ...
Shoubhanik Nath +4 more
wiley +1 more source
Pneumocephalus with suspected cerebrospinal fluid leakage after epiduroscopic epidural neuroplasty: a case report. [PDF]
Kang MJ, Kang BK, Yoo SH, Kim WJ.
europepmc +1 more source
AI‐BioMech is a deep learning framework that predicts the mechanical behavior of biological cellular materials directly from 2D images. By replacing traditional finite element analysis with semantic segmentation, it identifies stress and strain distributions with 99% accuracy, offering a high‐speed, scalable alternative for analyzing complex, aperiodic
Haleema Sadia +2 more
wiley +1 more source
Sleep-Related Breathing Disorders: A Comprehensive Review of Surgical Innovations and Evolving Technologies. [PDF]
Kooner A +5 more
europepmc +1 more source
Exploiting Ferroelectric and Spintronic Dynamics for Neural Network Computation
Ferroelectric and spintronic devices, relying on the control of polarization and magnetization, offer intrinsically fast, durable, energy‐efficient, and low‐latency building blocks for analog in‐memory computing. The hysteretic dynamics of an order parameter are leveraged to provide nonvolatile, multistate memory and nonlinear switching. Brain‐inspired
Dashiell Harrison +4 more
wiley +1 more source
Is Stress a Foe or Friend? Mindset Matters for Effective Stress Coping and Distress Levels. [PDF]
Yasuda Y +6 more
europepmc +1 more source
Physics‐Grounded Probabilistic Bits for Hardware‐Efficient Intelligent Inference and Optimization
Si–SiNx interface traps are harnessed as a complementary metal–oxide–semiconductor‐compatible source of controllable randomness for probabilistic bits. Pulse‐width‐programmed stochastic capture converts nanoscale defect dynamics into Boltzmann‐consistent binary outputs, while a physics‐based Simulation Program with Integrated Circuit Emphasis model ...
Dokyoung Lee +3 more
wiley +1 more source
Targeting the Symptom-Driving Level in Multilevel Lumbar Stenosis Using Unilateral Biportal Endoscopy: A Strategy Reappraisal. [PDF]
Mezjan I +9 more
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This study introduces a subthreshold in‐memory anomaly detection architecture for wearable ECG monitoring using floating‐gate IGZO content‐addressable memories on a flexible substrate. Area‐engineered coupling provides a high subthreshold slope, while subthreshold operation realizes intrinsic exponential distance evaluation and linear voltage sensing ...
Hyung‐Jun Noh +4 more
wiley +1 more source
Deworming Coverage and Associated Factors Among Children Aged 12-59 Months in Sub-Saharan Africa: A Multilevel Poisson Regression Analysis Using Demographic and Health Survey Data, 2021-2024. [PDF]
Wondmeneh TG.
europepmc +1 more source

