Optimal Selection of Intrinsic Mode Functions Applied to Seizure Detection by Luis Daladier Guerrero Otoya, Maximiliano Bueno López, Eduardo Giraldo Suárez, Marta Molinas Cabrera

“…Method: This study addressed a significant gap by proposing a novel approach for the automated selection of the most relevant intrinsic mode functions (IMFs) using empirical mode decomposition and discrimination metrics such as the Minkowski distance, the mean square error, cross-correlation, and the entropy function. …”
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Complex Network Analytics for Structural–Functional Decoding of Neural Networks by Jiarui Zhang, Dongxiao Zhang, Hu Lou, Yueer Li, Taijiao Du, Yinjun Gao

“…This work proposes a complex network theory framework decoding structure–function coupling by mapping convolutional layers, fully connected layers, and Dropout modules into graph representations. …”
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Obtaining functional-gradient Ti-HA coatings by detonation spraying by Ж.Б. Сағдолдина, Д.Р. Байжан, Е.Е. Қамбаров, Қ. Төребек

“… Functional-gradient titanium/hydroxyapatite (TiHA) coatings were obtained using detonation spraying technology to improve the structure and mechanical properties. …”
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Head-Related Transfer Function Selection Using Neural Networks by Shu-Nung YAO, Tim COLLINS, Chaoyun LIANG

“…In binaural audio systems, for an optimal virtual acoustic space a set of head-related transfer functions (HRTFs) should be used that closely matches the listener’s ones. …”
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Screen Printing for Energy Storage and Functional Electronics: A Review by Juan C. Rubio, Martin Bolduc

“…Parallel improvements in substrate engineering such as polyimide, PET, TPU, cellulose and elastomers demonstrate the technique’s capacity to accommodate complex geometries for wearable, medical and industrial applications while supporting environmentally responsible material choices such as water-borne binders and bio-based solvents. By mapping two decades of developments across energy-storage layers and functional electronics, the article identifies the key process elements, recurring challenges and emerging sustainable practices that will guide future optimization of screen-printing materials and protocols for high-performance, customizable and eco-friendly flexible devices.…”
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Clarin‐2 is essential for hearing by maintaining stereocilia integrity and function by Lucy A Dunbar, Pranav Patni, Carlos Aguilar, Philomena Mburu, Laura Corns, Helena RR Wells, Sedigheh Delmaghani, Andrew Parker, Stuart Johnson, Debbie Williams, Christopher T Esapa, Michelle M Simon, Lauren Chessum, Sherylanne Newton, Joanne Dorning, Prashanthini Jeyarajan, Susan Morse, Andrea Lelli, Gemma F Codner, Thibault Peineau, Suhasini R Gopal, Kumar N Alagramam, Ronna Hertzano, Didier Dulon, Sara Wells, Frances M Williams, Christine Petit, Sally J Dawson, Steve DM Brown, Walter Marcotti, Aziz El‐Amraoui, Michael R Bowl

“…Our in‐depth morphological, molecular and functional investigations establish that while it is not required for initial formation of cochlear sensory hair cell stereocilia bundles, clarin‐2 is critical for maintaining normal bundle integrity and functioning. …”
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Contrasting mycorrhizal functionality in abiotic stress tolerance of woody species by Lauri Laanisto, Nicola Pavanetto, Giacomo Puglielli, Maret Gerz, C. Guillermo Bueno

“…Here, we used a top-down approach that involved partitioning known interactions into functional types, and mapping stress tolerances and interactions into overlapping heatmaps. …”
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PVDF-based functional composites for efficient degradation of methylene blue by Swayam Aryam Behera, Binita Nanda, P.Ganga Raju Achary

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MODELING OF INCOME OF SOCIO-ECONOMIC SYSTEMS ON THE BASIS OF THE PRODUCTION FUNCTION by A. Sh. Kamaletdinov, A. A. Ksenofontov

“…The research was conducted on the basis of economic and statistical techniques, system analysis, and scientific methods of comparison and mapping. The work applied the proposed the authors the term “macroeconomic production function” — an analog of the production function, which expresses the dependence of production results of the enterprise and factors of production. …”
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Hayman’s theorem for analytic functions in a complete Reinhardt domain by T. M. Salo

“…It specifies that in the definition of boundedness of $\mathbf{L}$-index in joint variables the factorials in the denominator can be removed: An analytic function~$F$ in~$\mathbb{G}$ has bounded $\mathbf{L}$-index in  joint variables  if and only if there exist $p\in\mathbb{Z}_+$ and $c\in\mathbb{R}_{+}$  such that for each  $z\in\mathbb{G}$   $\displaystyle  \max\left\{\frac{|F^{(J)}(z)|}{\mathbf{L}^J(z)}\colon  \|J\|=p+1 \right\}\leq c\cdot   \max\left\{\frac{|F^{(K)}(z)|}{\mathbf{L}^K(z)}\colon  \|K\|\leq p \right\}, $   where for $K=(k_1,\ldots,k_n)\in\mathbb{Z}^n_+\colon$ $\|K\|=k_1+\ldots +k_n$,     $\displaystyle  F^{(K)}(z)=\frac{\partial^{\|K\|} F}{\partial z^{K}}(z)= \frac{\partial^{k_1+k_2+\ldots+k_n}H}{\partial z_1^{k_1}\partial z_2^{k_2}\ldots \partial z_n^{k_n}}(z_1, z_2, \ldots, z_n),$   $\mathbf{L}^{K}(z)=l_1^{k_1}(z)\cdot\ldots \cdot l_n^{k_n}(z),$  and the continuous mapping $\mathbf{L}=(l_1(z),l_2(z),\ldots,l_n(z))\colon \mathbb{G}\to \mathbb{R}^n_+$ is locally regularly varying in some sense. …”
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The association of maternal thyroid function with placental hemodynamics during pregnancy by O.S. Paienok, R.G. Protsiuk, A.V. Paienok, B.V. Zadorozhna, B.R. Hrytsyshyn, S.V. Ihnatovych

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TRIM22 functions as a scaffold protein for autophagy initiation by Hyungsun Park, Hansol Heo, Yeongseo Song, Myung Shin Lee, Yebin Cho, Jae-Seon Lee, Jaerak Chang, Seongju Lee

“…In this study, we investigated the function of TRIM22 in autophagy initiation. Overexpression of TRIM22 increased LC3-II levels and enhanced autophagic flux without affecting mTOR and AMPK activity. …”
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Modafinil alters the functional connectivity of distinct thalamic nuclei with the neocortex by Stefano Delli Pizzi, Federica Tomaiuolo, Carlo Sestieri, Antonio Maria Chiarelli, Francesco Gambi, Antonio Ferretti, Stefano L Sensi

“…Magnetic Resonance Imaging (MRI) was used to parcel the thalamus into its constituent nuclei, which served as seeds for voxel-wise resting state functional connectivity analyses. Additionally, maps of nuclei-specific functional reorganization were compared to those of receptor/transporter expression to assess their spatial overlaps. …”
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Physical function evaluation in volleyball training based on intelligent GRNN by Kaiyuan Dong, Borhannudin bin Abdullah, Hazizi bin Abu Saad, Chenxi Lu

“…Abstract This study aims to improve both the evaluation accuracy and the real-time feedback capability in monitoring athletes’ physical function changes during volleyball training. Firstly, based on the framework of the generalized regression neural network, a variable-structure generalized regression neural network (VSGRNN) is proposed and developed. …”
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SARE: an optimized method for detection functional regulatory elements in genome by Mohammadjavad Hosseinpoor

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Research on functional constipation with anxiety or depression: a bibliometric analysis by Xiaoqin Li, Qiang Lei, Jiao Xie, Fang Li, Jing Liu, Yuelai Chen, Qiangjian Mao

“…The co-occurrence and clustering functions were then used to generate visual knowledge maps.ResultsThe overall annual publication volume demonstrated an upward trend between 2003 and 2024; this was indicative of promising research prospects. …”
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Aberrant static and dynamic functional connectivity of insular cortex in patients with trigeminal neuralgia by Yuying Chen, Shumei Li, Meng Li, Linhua Huang, Meien Jiang, Guomin Li, Jinyan Chen, Jianhao Yan

“…Abstract The abnormal insular-related static and dynamic functional connectivity (sFC and dFC) in patients with trigeminal neuralgia (TN) is not well understood. …”
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Dynamic grouping of ongoing activity in V1 hypercolumnsAn example dataset is available at Mendeley dataset. by Rui Zhang, Jiayu Wang, Xingya Cai, Rendong Tang, Haidong D. Lu

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A unified multimodal learning method for urban functional zone identification by fusing inner-street visual–textual information from street-view and satellite images by Jiajun Chen, Runyu Fan, Hongyang Niu, Zijian Xu, Jining Yan, Weijing Song, Ruyi Feng

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Functional network reorganization and memory impairment in unruptured brain arteriovenous malformations by Anqi Li, Xiaofeng Deng, Kexin Yuan, Yu Chen, Zhipeng Li, Xiaolin Chen, Yuanli Zhao

“…This study aimed to explore spontaneous functional network reorganization associated with memory impairment in unruptured AVM patients using resting-state functional MRI (rsfMRI).MethodsUsing rsfMRI data, we compared functional activity and connectivity patterns between 25 AVM patients and healthy controls, including regional homogeneity (ReHo), fractional amplitude of low-frequency fluctuations (fALFF), seed-based functional connectivity (FC), and lesion network mapping. …”
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