Harnessing Phase Dynamics Across Diverse Frequencies with Multifrequency Oscillatory Neural Networks
Oscillatory Neural Networks (ONNs) are an emerging computing paradigm that encodes information in the phases of coupled oscillators. Traditionally, ONNs have been investigated using homogeneous frequency oscillators. However, physical hardware implementations are inherently subject to frequency mismatches, device variability, and nonuniformities.
Nil Dinç +2 more
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Glutathione responsive iNOS inhibiting polymeric prodrug for targeted Inhibition of angiogenesis. [PDF]
Alimoradi H +9 more
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The authors evaluated six machine‐learned interatomic potentials for simulating threshold displacement energies and tritium diffusion in LiAlO2 essential for tritium production. Trained on the same density functional theory data and benchmarked against traditional models for accuracy, stability, displacement energies, and cost, Moment Tensor Potential ...
Ankit Roy +8 more
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The effectiveness of mind mapping versus lecture-based learning in medical education of China's standardized residency training: a systematic review and meta-analysis of randomized controlled studies. [PDF]
Dai D, Fan Y, Yan Q, Wei Q.
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This article investigates how persistent homology, persistent Laplacians, and persistent commutative algebra reveal complementary geometric, topological, and algebraic invariants or signatures of real‐world data. By analyzing shapes, synthetic complexes, fullerenes, and biomolecules, the article shows how these mathematical frameworks enhance ...
Yiming Ren, Guo‐Wei Wei
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Acupuncture combined with biofeedback electrical stimulation for female stress urinary incontinence: a systematic review and meta-analysis. [PDF]
Liu H, Aikebai A, Yuan Q, Chen J.
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This article implements a unified human digital twin framework that integrates cutting edge actuation, sensing, simulation, and bidirectional feedback capability. The approach includes integrating multimodal sensing, AI, and biomechanical simulation into one compact system.
Tajbeed Ahmed Chowdhury +4 more
wiley +1 more source
Physical activity and marital satisfaction among teachers: a mediation model of self-esteem, spirituality, and psychological distress. [PDF]
Snani H +6 more
europepmc +1 more source
An audit of endodontic diagnostic documentation compliance among undergraduate dental students in a UK primary care-based dental school. [PDF]
Ahmed A, Jonker C, Bozic M, McColl E.
europepmc +1 more source
Worry, Rumination, and Metacognitive Beliefs in Adolescents with Obesity Associated with Binge Eating Disorder (BED) vs. Age-Matched Adolescents with Essential Obesity: A Cross-Sectional Study. [PDF]
Guerrini Usubini A +9 more
europepmc +1 more source

