Layer ensemble averaging for fault tolerance in memristive neural networks by Osama Yousuf, Brian D. Hoskins, Karthick Ramu, Mitchell Fream, William A. Borders, Advait Madhavan, Matthew W. Daniels, Andrew Dienstfrey, Jabez J. McClelland, Martin Lueker-Boden, Gina C. Adam

“…In-memory computing architectures using memristor devices offer promise but face challenges due to hardware non-idealities. …”
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Engineering chiral mesoporous silica nanoparticles: Template design and structural control for advanced applications by Yu Yin, Wu Wei, Kai Zhang

“…Chiral mesoporous silica nanoparticles (CMSNs) are a distinct subset of mesoporous silica nanoparticles, combining the favorable physicochemical properties of MSNs with unique chiral architectures at both molecular and macroscopic scales. …”
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Built environment and sustainability. Recycled materials and Design for Disassembly between research and good practices by Cesare Sposito, Francesca Scalisi

“…In the end, the paper highlights the problems that currently hinder its dissemination and identifies possible research actions that can favour, with the contribution of Architectural Technology, the transition to this new paradigm.…”
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Hepatocellular Carcinoma with Prominent Intracytoplasmic Inclusions: A Report of Two Cases by Adeline R. Chelliah, Jasim M. Radhi

“…HCC demonstrates morphological heterogeneity both within the same tumor and from patient to patient. Differing architectural patterns and cytological variants may be seen. …”
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Assigning Robust Default Values in Building Performance Simulation Software for Improved Decision-Making in the Initial Stages of Building Design by Kyosuke Hiyama

“…Applying data mining techniques on a database of BIM models could provide valuable insights in key design patterns implicitly present in these BIM models. The architectural designer would then be able to use previous data from existing building projects as default values in building performance simulation software for the early phases of building design. …”
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Robust Face Detection and Identification under Occlusion using MTCNN and RESNET50 by Eiman Wahab, Wajeeha Shafique, Habiba Amir, Sameena Javed, Muhammad Marouf

“…Our project utilizes the power of deep learning model: Residual Network (ResNet50), the form of deep neural network architectures well-suited for the job of features extraction. …”
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Software Design Challenges in Time Series Prediction Systems Using Parallel Implementation of Artificial Neural Networks by Narayanan Manikandan, Srinivasan Subha

“…This paper addressed some architectural design related issues for performance improvement through vectorising the strengths of multivariate econometric time series models and Artificial Neural Networks. …”
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Thermal Comfort and Sustainability in University Classrooms: A Study in Mediterranean Climate Zones by Pilar Romero, María Teresa Miranda, Rui Isidoro, José Ignacio Arranz, Víctor Valero-Amaro

“…Furthermore, it underlines the importance of appropriate architectural design and specific adaptive models for Mediterranean climates, balancing thermal comfort and energy efficiency.…”
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Classification and Analysis of <em>Agaricus bisporus</em> Diseases with Pre-Trained Deep Learning Models by Umit Albayrak, Adem Golcuk, Sinan Aktas, Ugur Coruh, Sakir Tasdemir, Omer Kaan Baykan

“…This research evaluates 20 advanced convolutional neural network (CNN) architectures for classifying mushroom diseases in <i>Agaricus bisporus</i>, utilizing a custom dataset of 3195 images (2464 infected and 731 healthy mushrooms) captured under uniform white-light conditions. …”
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The Other California by Neeraj Bhatia

“…‘Surfaces’ are planes of mediation that typically function at a territorial scale as they are primarily implicated in a form of harvesting or collection. ‘Containers’ are architectural shells of enclosure often sited between the formats of surfaces and conduits – for storing, refining, or distributing a particular good. …”
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Wood analyses helped to determine the location and approximate construction period of the Roman bridge over the Drava River in ancient Poetovio (Ptuj, Slovenia) by Andrej Gaspari, Katarina Čufar, Maks Merela

“…The piles, together with stone elements (a fragment of an imperial building inscription and parts of the architectural decoration) were retrieved from the riverbed in 1913 and are now in the Regional Museum Ptuj - Ormož. …”
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A contribution to the study of the sacral topography of medieval Belgrade: Archaeological and geophysical perspectives by Bikić Vesna, Pavlović Marina, Vojvodić Uglješa, Ropkić-Đorđević Antonija, Šil Hanes, Točnig Ralf, Bistrović Ivan

“…Erected in its immediate vicinity was a caravanserai, a building of massive architectural proportions, with an atrium courtyard surrounded by rows of relatively spacious rooms. …”
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Anatomy of the endemic palms of the Near and Middle East: archaeobotanical perspectives by Romain Thomas

“…Stems of Phoenix and Hyphaene are used as building materials in architectural work (beams and pillars) and in rare cases as fuel. …”
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A Performance Comparison of Centralized and Distributed Spectrum Management Techniques in Elastic Optical Networks by Tushar Mathur, Gokhan Sahin, Donald R. Ucci

“…The paper discusses control elements (central and distributed architectures) decisions under busy hour and normal network conditions and presents a comprehensive performance analysis of key performance metrics such as connection success rate, connection establishment time, and capacity requirement.…”
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Classification of User Expressions on Social Media Using LSTM and GRU Models by I Gede Putra Mas Yusadara, I Gusti Ayu Desi Saryanti

“…The model training process implements the architectures of LSTM and GRU to analyze the emotions contained within the text. …”
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Polymeric Scaffolds in Tissue Engineering Application: A Review by Brahatheeswaran Dhandayuthapani, Yasuhiko Yoshida, Toru Maekawa, D. Sakthi Kumar

“…Current strategies of regenerative medicine are focused on the restoration of pathologically altered tissue architectures by transplantation of cells in combination with supportive scaffolds and biomolecules. …”
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Eliminating Network Depth: Genetic Algorithm for Parameter Optimization in CNNs by M. Askari, S. Soleimani, M. H. Shakoor, M. Momeni

“…Achieving higher classification accuracy typically involves deepening network architectures, which further exacerbates these challenges. …”
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Machine learning approaches for predicting protein-ligand binding sites from sequence data by Orhun Vural, Leon Jololian

“…The review examines various embedding methods and machine learning architectures, addressing current challenges and the ongoing debates in the field. …”
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The application of series multi-pooling convolutional neural networks for medical image segmentation by Feng Wang, Siwei Huang, Lei Shi, Weiguo Fan

“…The main contents of this article were studied as follows: the principle and operating approach of convolutional neural network on image processing was first introduced, and then 12-layer convolutions were skillfully set up for local pathways based on two-way convolutional neural network architectures; considering the inter-label dependency in pixel areas, the situation of conditional random field was simulated to design the input series connection structure; multi-pooling input series connection model was designed to solve the problem that the input pixel area is limited; finally, the classification accuracy upon experiments reached 83%, which has verified the effectiveness of model to improve.…”
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Microgrids for Extraterrestrial Habitats: A Review of Technologies, Needs, and Challenges by Leila Chebbo, Muhammed Ali Gultekin, Ali Bazzi, Sean A. Q. Young, Joseph P. Kozak

“…This paper presents a review of the different power sources, energy storage options, microgrid architectures, in addition to challenges and needs for future extraterrestrial habitat microgrids. …”
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