A spiking neural network model of model-free reinforcement learning with high-dimensional sensory input and perceptual ambiguity. by Takashi Nakano, Makoto Otsuka, Junichiro Yoshimoto, Kenji Doya

“…Spiking neural networks provide a theoretically grounded means to test computational hypotheses on neurally plausible algorithms of reinforcement learning through numerical simulation. …”
Get full text

Just a Single-Layer CNN for Stochastic Modeling: A Discriminator-Free Approach by Evangelos Rozos

“…The model is applied to a case study involving measured flow velocity time series and evaluated against traditional stochastic schemes designed for both Markovian and Hurst–Kolmogorov processes. Results show that the CNN-based approach not only offers computational simplicity but also outperforms conventional methods in preserving key statistical characteristics of the observed data.…”
Get full text

Note on the shape-preservation of a new class of Kantorovich-type operators via divided differences by Turhan Nezihe

“…Shape-preserving approximation is a significant approximation method that has many application areas, such as computer-based geometric design, image processing, geodesy, chemistry, and robotics. …”
Get full text

Gradient enriched linear-elastic crack tip stresses to estimate the static strength of cracked engineering ceramics by Harm Askes, Luca Susmel

“…Given both the geometry of the cracked component being assessed and the value of the material length scale, the magnitude of the corresponding gradient enriched linear-elastic crack tip stress is then finite and it can be calculated by taking full advantage of those computational methods specifically devised to numerically implement gradient elasticity. …”
Get full text

PAN2HGENE-tool for comparative analysis and identifying new gene products. by Mônica Silva de Oliveira, Jorianne Thyeska Castro Alves, Pablo Henrique Caracciolo Gomes de Sá, Adonney Allan de Oliveira Veras

“…However, to understand the evolutionary processes of these genes, comparative analysis, which is an important tool for annotation, is required. …”
Get full text

Assessment of the variability of unidirectional prepregs at multiple scales by Silvia Gomarasca, S. M. A. Hossein, Ran Tao, Benedikt Boos, Christoph Queck, Daniel Peeters, Bilim Atli-veltin, Martin Gurka, Clemens Dransfeld

“…  Understanding the microstructural variability in unidirectional composite prepreg tapes is relevant to investigating mechanisms of tape microstructure formation, their impact on its processability and the mechanical performance of the final composite part. …”
Get full text

A fair dividend approach for aggregating wearable sensor data to improve electronic health records. by Turki M Alanazi, Noha Alduaiji, Chahira Lhioui, Rim Hamdaoui, Somia Asklany, Monia Hamdi, Ali Elrashidi, Ghulam Abbas

“…The proposed approach outperforms baseline methods in access time, computational complexity, data utilization, processing time, aggregation ratio, and error rate by 10.18%, 5.19%, 10.57%, 8.48%, and 10.42%, respectively. …”
Get full text

Artificial intelligence in primary aldosteronism: current achievements and future challenges by Yisi Xu, Benjin Liu, Xuqi Huang, Xudong Guo, Ning Suo, Shaobo Jiang, Hanbo Wang

“…To translate technical advances into clinical practice, the field requires more reliable AI models with clear decision-making processes and rigorous multicenter validation studies. …”
Get full text

Digital technologies, sustainable lifestyle, and tourism: How digital nomads navigate global mobility? by Francisco Javier S. Lacárcel

“…The data were analyzed using Latent Dirichlet Allocation (LDA) topic modeling, combined with Computer-Aided Text Analysis (CATA), and Natural Language Processing (NLP) techniques. …”
Get full text

Classification of CT scan and X-ray dataset based on deep learning and particle swarm optimization. by Honghua Liu, Mingwei Zhao, Chang She, Han Peng, Mailan Liu, Bo Li

“…However, traditional image processing methods may lead to high false positive rates, which is unacceptable in disease monitoring and early warning. …”
Get full text

Semantic scope ambiguity in gapping and non-constituent coordination: a generative analysis by Eman Al Khalaf

“…This result has implications on how syntactic chunks are produced and processed in the human brain, which can in turn benefit fields, such as psycholinguistics, neurolinguistics, or even computational linguistics.…”
Get full text

Uncertainty-Aware Deep Learning for Robust and Interpretable MI EEG Using Channel Dropout and LayerCAM Integration by Óscar Wladimir Gómez-Morales, Sofia Escalante-Escobar, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, German Castellanos-Dominguez

Get full text

Web Traffic Anomaly Detection Using Isolation Forest by Wilson Chua, Arsenn Lorette Diamond Pajas, Crizelle Shane Castro, Sean Patrick Panganiban, April Joy Pasuquin, Merwin Jan Purganan, Rica Malupeng, Divine Jessa Pingad, John Paul Orolfo, Haron Hakeen Lua, Lemuel Clark Velasco

Get full text

Transforming Waste into Sustainable Construction Materials: Resistant Geopolymers from Recycled Sources by Rosalia Maria Cigala, Georgia Papanikolaou, Paola Lanzafame, Giuseppe Sabatino, Alessandro Tripodo, Giuseppina La Ganga, Francesco Crea, Ileana Ielo, Giovanna De Luca

Get full text

EEG-Based Micro-Expression Recognition: Flexible Brain Network Reconfiguration Supporting Micro-Expressions Under Positive Emotion by Chen J, Zhao X, Xiong Z, Liu G

“…Key hub regions supporting positive micro-expressions include the bilateral SFG (inhibitory control), left OFC and TP (emotion processing), and left Broca’s area (language processing).Keywords: macro-expressions, neutral expressions, electroencephalography, EEG, graph theory, functional connectivity…”
Get full text

Successful laparoscopic repair for reduction en masse of infantile inguinal hernia: a case report of this rare condition by Keisuke Yano, Koshiro Sugita, Koji Yamada, Mayu Matsui, Waka Yamada, Chihiro Kedoin, Masakazu Murakami, Toshio Harumatsu, Shun Onishi, Takafumi Kawano, Mitsuru Muto, Satoshi Ieiri

“…The hernia sac was not associated with the previously ligated processes vaginalis, which had been closed by a previous Potts’ procedure. …”
Get full text

Application of Governance in spatial scales by hassan kamran

“…Political geography focuses on the study of phenomena, processes and political currents, and emphasizes their geographic and spatial effects. …”
Get full text

Deep source separation of overlapping gravitational-wave signals and nonstationary noise artifacts by Niklas Houba

“…In this work, we present a deep learning-based framework for blind source separation in LISA data, employing an encoder-decoder architecture commonly used in digital audio processing to isolate individual signals within complex mixtures. …”
Get full text

Freeform thin-film lithium niobate mode converter for photon-pair generation by Kim Changhyun, Bae Munseong, Choi Minho, Lee Sangbin, Lee Myunghoo, Kim Chihyeon, Jung Hojoong, Chung Haejun, Kwon Hyounghan

Get full text

Unraveling the impact of sediment size distribution on flow-sediment hysteresis in estuarine environments: insights from size-resolved sediment transport modeling by Zheng Fang, Fanghua Xu, Xueyang Zhang

Get full text