Landau–Kleffner Syndrome Can Herald the Diagnosis of GRIN2A Gene Mutation by Ayman Khalil Ebrahim, Jaafar Jawad Makhlooq, Maryam Yusuf Busehail

“…N-methyl-D-aspartate receptors (NMDARs) are glutamate-gated channels that are essential for synaptic transmission and plasticity in the central nervous system. …”
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Versatile optoelectronic memristor based on wide-bandgap Ga2O3 for artificial synapses and neuromorphic computing by Dongsheng Cui, Mengjiao Pei, Zhenhua Lin, Hong Zhang, Mengyang Kang, Yifei Wang, Xiangxiang Gao, Jie Su, Jinshui Miao, Yun Li, Jincheng Zhang, Yue Hao, Jingjing Chang

“…The “AND” and “OR” logic gates in memristor-aided logic (MAGIC) are implemented by utilizing voltage polarity and UV light as input signals. …”
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Semantic Patent Classification Using Stack Generalization of Deep Models by Shahla Nemati

“…To solve this issue, we have introduced a deep ensemble model for semantic paragraph-level pattern classification based on the semantic content of patents. …”
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Conv1D-LSTM: Autonomous Breast Cancer Detection Using a One-Dimensional Convolutional Neural Network With Long Short-Term Memory by Mitanshi Rastogi, Meenu Vijarania, Neha Goel, Akshat Agrawal, Cresantus N. Biamba, Celestine Iwendi

“…The developed hybrid model outperforms various other state-of-the-art techniques like ANN, CNN, CNN-Bi-LSTM-GRU-AM (Convolutional Neural Network-Bidirectional Long Short-Term Memory-Gated Recurrent Unit-Attention Mechanism), and CNN-GRU (Convolutional Neural Network- Gated Recurrent Unit) in terms of accuracy, feature extraction and computational time. …”
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A novel deep learning-based 1D-CNN-optimized GRU approach for heart disease prediction by Jini Mol G., Ajith Bosco Raj T.

“…To identify the irregularities in the cardiac data pattern, a gated recurrent unit (GRU) classifier and a one-dimensional convolutional neural network (1D-CNN) are introduced. …”
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Decoding the impact of aging on the interaction between visual attention and working memory by Marta Balagué-Marmaña, Marina Martínez-Garcia, Laura Dempere-Marco

“…Encoding is essential for information entry into WM, particularly under limited processing resources, and is closely tied to visual attention, which selectively gates items into WM. This study examines the interaction between visual attention and WM across the lifespan, focusing on age-related changes. …”
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In vivo imaging in mouse spinal cord reveals that microglia prevent degeneration of injured axons by Wanjie Wu, Yingzhu He, Yujun Chen, Yiming Fu, Sicong He, Kai Liu, Jianan Y. Qu

“…Additionally, voltage-gated sodium channels (NaV) and two-pore-domain potassium (K2P) channels contribute to the interaction between nodes and glial cells following injury, and inhibition of NaV delays axonal degeneration. …”
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Multifunctional 2D FETs exploiting incipient ferroelectricity in freestanding SrTiO3 nanomembranes at sub-ambient temperatures by Dipanjan Sen, Harikrishnan Ravichandran, Mayukh Das, Pranavram Venkatram, Sooho Choo, Shivasheesh Varshney, Zhiyu Zhang, Yongwen Sun, Jay Shah, Shiva Subbulakshmi Radhakrishnan, Akash Saha, Sankalpa Hazra, Chen Chen, Joan M. Redwing, K. Andre Mkhoyan, Venkatraman Gopalan, Yang Yang, Bharat Jalan, Saptarshi Das

“…Our observation includes ultra-fast polarization switching (~10 ns), low switching voltage (<6 V), over 10 years of nonvolatile retention, 100,000 endurance cycles, and 32 conductance states (5-bit memory) in SrTiO3-gated MoS2 transistors at 15 K and up to 100 K. Additionally, we exploit room-temperature weak polarization switching, a feature of incipient ferroelectricity, to construct a physical reservoir for pattern recognition. …”
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Developmental sex differences in nicotinic currents of prefrontal layer VI neurons in mice and rats. by Nyresa C Alves, Craig D C Bailey, Raad Nashmi, Evelyn K Lambe

“…In male rats, nicotinic acetylcholine receptors excite corticothalamic neurons in layer VI, which are thought to play an important role in attention by gating the sensitivity of thalamic neurons to incoming stimuli. …”
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Regulation of Nav1.7: A Conserved SCN9A Natural Antisense Transcript Expressed in Dorsal Root Ganglia. by Jennifer Koenig, Robert Werdehausen, John E Linley, Abdella M Habib, Jeffrey Vernon, Stephane Lolignier, Niels Eijkelkamp, Jing Zhao, Andrei L Okorokov, C Geoffrey Woods, John N Wood, James J Cox

“…The Nav1.7 voltage-gated sodium channel, encoded by SCN9A, is critical for human pain perception yet the transcriptional and post-transcriptional mechanisms that regulate this gene are still incompletely understood. …”
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Optimised hybrid deep learning classification model for kidney stone diagnosis by Y Jini Jacob, Bethanney Janney J, Hemalatha RJ, Preethi S

“…To enhance the precision and reliability of early diagnosis, Deep Learning (DL) models are increasingly being integrated into the diagnostic workflow, offering superior accuracy through advanced image analysis and pattern recognition capabilities. The proposed work combines two deep learning models, AlexNet and Gated Recurrent Unit (GRU) for feature extraction and classification. …”
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Identification of synaptic targets of Drosophila pumilio. by Gengxin Chen, Wanhe Li, Qing-Shuo Zhang, Michael Regulski, Nishi Sinha, Jody Barditch, Tim Tully, Adrian R Krainer, Michael Q Zhang, Josh Dubnau

“…In neurons, Pum appears to play a role in homeostatic control of excitability via down regulation of para, a voltage gated sodium channel, and may more generally modulate local protein synthesis in neurons via translational repression of eIF-4E. …”
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How plausible is it that PEP would be cost‐effective in sub‐Saharan Africa? by Geoffrey Peter Garnett, Peter Godfrey‐Faussett

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Calcium homeostasis and cone signaling are regulated by interactions between calcium stores and plasma membrane ion channels. by Tamas Szikra, Peter Barabas, Theodore M Bartoletti, Wei Huang, Abram Akopian, Wallace B Thoreson, David Krizaj

“…Ca(2+) influx into cone inner segments was potentiated by hyperpolarization, facilitated by depletion of intracellular Ca(2+) stores, unaffected by pharmacological manipulation of voltage-operated or cyclic nucleotide-gated Ca(2+) channels and suppressed by lanthanides, 2-APB, MRS 1845 and SKF 96365. …”
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Quantum behaved Intelligent Variant of Gravitational Search Algorithm with Deep Neural Networks for Human Activity Recognition by Sonika Jindal, Monika Sachdeva, Alok K. S. Kushwaha

“…The addition of quantum computing based attributes (such as quantum bits, their superposition, and quantum gates, etc.) ensures the better diversity of discrete optimized features. …”
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Attention-based integrated deep neural network architecture for predicting the effectiveness of data center power usage by Yang-Cheng Shih, Sathesh Tamilarasan, Chin-Sheng Chen, Omid Ali Zargar, Yean-Der Kuan

“…We rigorously evaluate our model against leading architectures – long short-term memory (LSTM), attention-based (att-LSTM), convolutional LSTM (CNN-LSTM), gated recurrent unit (GRU), and CNN-GRU – to affirm its superiority in predictive accuracy and robustness. …”
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Calcium and cAMP directly modulate the speed of the Drosophila circadian clock. by Angelina Palacios-Muñoz, John Ewer

“…In the PG, these messengers, acting as outputs of the clock or as second messengers for stimuli external to the PG, could also contribute to the circadian gating of adult emergence.…”
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The quantity, quality and findings of network meta-analyses evaluating the effectiveness of GLP-1 RAs for weight loss: a scoping review by Michael Nunns, Samantha Febrey, Jill Buckland, Rebecca Abbott, Rebecca Whear, Alison Bethel, Kate Boddy, Liz Shaw, Jo Thompson Coon, GJ Melendez-Torres

“…Results Of 22 systematic reviews identified, 14 were prioritised for analysis as the remaining 8 reviews were rated as low or critically low quality. We focused on network meta-analyses of weight loss outcomes measured at 6 months, 12 months, longer than 12 months or over a mix of time points. …”
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Multi-branch GAT-GRU-transformer for explainable EEG-based finger motor imagery classification by Zhuozheng Wang, Yunlong Wang

“…However, due to the complex, noisy, and non-stationary nature of EEG signals, traditional classification methods—such as Common Spatial Pattern (CSP) and Power Spectral Density (PSD)—struggle to extract meaningful, multidimensional features. …”
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Inwardly rectifying potassium channels: Critical insights for insect species and Apis mellifera by Fabien Sourisseau, Craig A. Doupnik, Pierre Charnet, Mohamed Chahine

“…The dKir channels are essential for various developmental processes, such as wing patterning, by modulating bone morphogenetic protein signaling pathways. …”
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