Accelerating Deep Neural Networks implementation: A survey by Meriam Dhouibi, Ahmed Karim Ben Salem, Afef Saidi, Slim Ben Saoud

“…Given that the number of operations and parameters increases with the complexity of the model architecture, the performance will strongly depend on the hardware target resources and basically the memory footprint of the accelerator. Recent research studies have discussed the benefit of implementing some complex DL applications based on different models and platforms. …”
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Application of deep learning techniques for analysis and prediction of particulate matter at Kota city, India by Lovish Sharma, Hajari Singh, Mahendra Pratap Choudhary

“…This study leverages deep learning models, specifically Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) networks, to predict concentrations of PM10 and PM2.5. …”
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Research on Predicting Super-Relational Data Links for Mine Hoists Within Hyper-Relational Knowledge Graphs by Xiaochao Dang, Xiaoling Shu, Fenfang Li, Xiaohui Dong

“…This paper proposes the HyLinker model, designed to improve the representation of entities and relations through modular components, including an entity neighbor aggregator, a relation qualifier aggregator, MoE-LSTM (Mixture of Experts Long Short-Term Memory), and a convolutional bidirectional interaction module. …”
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Phenotype and Function of CD25-Expressing B Lymphocytes Isolated from Human Umbilical Cord Blood by Sylvie Amu, Mikael Brisslert

“…B cells expressing CD25 display a mature phenotype belonging to the memory B-cell population and have a better proliferative and antigen-presenting capacity. …”
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IoT enabled data protection with substitution box for lightweight ciphers by K.B. Sarmila, S.V. Manisekaran

“…The DAC substitution box demonstrates improved security with 66% less memory footprint on an average gate count compared with standard 4- and 5-bit competitors. …”
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Data-Driven Method for Predicting Soil Pressure of Foot Blades within a Large Underwater Caisson by Can Huang, Hao Zhu, Kunyao Li, Jianxin Zheng, Hao Li, Jiaming Li, Yao Xiao

“…The improved CART model, multilayer perceptron (MLP), long short-term memory (LSTM), and a linear regression model are compared through a comprehensive multiparameter evaluation method. …”
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Three-Dimensional Nonlinear Seismic Response of Shield Tunnel Spatial End Structure by Yijing Lu, Yongsheng Song, Yanzhen Wang, Jiale Yuan

“…The nonlinear dynamic behaviors of the seabed soil and concrete, the simulation of the bolt joints between ring segments by using cohesive models and the SMA shape memory alloy flexible joints, and the input ground motions produced by scaling from the high-level earthquake records are considered in detail. …”
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Pan-Cancer Analysis of the Cuproptosis-Related Gene DLD by Jiahui Lin, Guowei Wang, Sha Cheng, Yanan Hu, Huan Li, Wanjiang Feng, Xiaoming Liu, Canxia Xu

“…DLD was negatively correlated with stromal score, immune score, and ESTIMATE score in UCEC, TGCT, LUSC, and SARC. In UCS, resting memory CD4 T cells and activated NK cells were significantly correlated with DLD expression. …”
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Clonidine Use for the Treatment of Nightmares in Posttraumatic Stress Disorder by Jill S. Bange, Kelly E. Melvin

“…Current proposed mechanisms of action for clonidine’s ability to control nightmare symptoms in PTSD include that clonidine may alter the proportions of REM and non-REM sleep in a dose-dependent manner or that clonidine may play a role in memory consolidation. Further formal medication trials are the ideal future direction for establishing this role for clonidine.…”
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Forensic Characteristics of Typical Traces of Criminal Offenses on the Circulation of Pornographic Objects by M. V. Voichyshena

“…Typical traces of a criminal offense are trace information of a criminal offense, which manifests itself in changes in the material situation of the place of committing unlawful acts and the memory of people, and reflects how the offender committed the criminal offense, the tools and means used. …”
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Neuropsychological profiles of patients suffering from hallucinogen persisting perception disorder (HPPD): A comparative analysis with psychedelic-using and non-using controls by Georg Leistenschneider, Tomislav Majić, Simon Reiche, Thomas G. Riemer

“…The assessment of individual performances revealed below average results in tests of visual memory and executive function in some subjects. No significant differences were observed in alpha-adjusted comparisons with controls, whereas unadjusted analyses were suggestive of impaired executive functions among HPPD patients. …”
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Recurrent Deep Learning for Beam Pattern Synthesis in Optimized Antenna Arrays by Armando Arce, Fernando Arce, Enrique Stevens-Navarro, Ulises Pineda-Rico, Marco Cardenas-Juarez, Abel Garcia-Barrientos

“…Numerical experiments reveal improvements in performance when using the long short-term memory network (LSTM) compared to fully connected and convolutional neural networks.…”
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Is the Cloze Procedure Appropriate to Evaluate Health Literacy in Older Individuals? Age Effects in the Test of Functional Health Literacy in Adults by Raymond L. Ownby, Amarilis Acevedo, Drenna Waldrop-Valverde, Robin J. Jacobs

“…Performance on a working memory task predicted older but not younger individuals’ performance on the age-related items. …”
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Movements Execution in Amnestic Mild Cognitive Impairment and Alzheimer’s Disease by Rosolino Camarda, Cecilia Camarda, Roberto Monastero, Silvia Grimaldi, Lawrence K. C. Camarda, Carmela Pipia, Carlo Caltagirone, Massimo Gangitano

“…Our results suggest that the different motor behaviour between AD and aMCI cannot be related to memory deficits, probably reflecting the initial degeneration of parietal-frontal circuits for movement planning. …”
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Big Data Analysis Using Apache Spark MLlib and Hadoop HDFS with Scala and Java by Hoger Khayrolla Omar, Alaa Khalil Jumaa

“…Apache Spark is another tool that developed and established to be the real model for analyzing big data with its innovative processing framework inside the memory and high-level programming libraries for machine learning, efficient data treating and etc. …”
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Fondation d’une mémoire familiale dans la cité des Namnètes : le mausolée antique des Pellières à Saint-Herblain (Loire-Atlantique) by Frédéric Mercier

“…This mausoleum constitutes, for this reason, a foundation act of family memory.…”
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Cyber Security of the Economy and Public Finances: Historiography and Post-War Trajectory of Development by Petrukha Nina M., Petrukha Serhii V., Zhmaiev Anatolii Yu., Synkevych Maksym E.

“…The article examines the evolution of the cyber security paradigm in the context of the ontogenesis of the economy and public finances with an emphasis on the triggers of pre-war and war-oriented institutional memory and challenges in the post-war reconstruction of Ukraine. …”
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A Machine Learning-Based Platform for Monitoring and Prediction of Hazardous Gases in Rural and Remote Areas by Edgar F. Ladeira, Bruno M. C. Silva

“…The system uses ML techniques to analyze the collected data and provide future predictions using unidirectional Long Short-Term Memory (LSTM) layers overlaid on bidirectional LSTM layers, meaning layers stacked together, which was the model architecture that delivered the best results in this context. …”
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الرؤیة والرسالة لجمعیات المکتبات والمعلومات العربیة والأجنبیة: دراسة تحلیلیة مقارنة مع بیان مقترح لعینة من الجمعیات العربیة... by د. نادیة عبد العزیز الصواف Abdel Aziz El Sawaf

“…The economic, technical,social, educational and political variables have influenced the future paths of alldisciplines and institutions in society, libraries, information centers, and the role ofdocuments and archives in the heart of these variables. This is the memory thatpreserves the new knowledge and is the first institution to learn about itsexistence. …”
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Optical driving, spin initialization and readout of single SiV− centers in a Fabry-Perot resonator by Gregor Bayer, Robert Berghaus, Selene Sachero, Andrea B. Filipovski, Lukas Antoniuk, Niklas Lettner, Richard Waltrich, Marco Klotz, Patrick Maier, Viatcheslav Agafonov, Alexander Kubanek

“…Ideal quantum repeater nodes efficiently link a quantum memory with photons serving as flying qubits. Color centers in diamond, particularly the negatively charged silicon vacancy center, are promising candidates to establish such nodes. …”
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