ReLU, Sparseness, and the Encoding of Optic Flow in Neural Networks by Oliver W. Layton, Siyuan Peng, Scott T. Steinmetz

“…Our results demonstrate that networks with ReLU and leaky ReLU activation functions not only achieved superior accuracy in self-motion estimation from novel optic flow patterns but also exhibited greater robustness under challenging conditions. …”
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Assessment of Brain Function After 240 Days Confinement Using Functional Near Infrared Spectroscopy by Fares Al-Shargie, Usman Tariq, Saleh Al-Ameri, Abdalla Al-Hammadi, Schastlivtseva Daria Vladimirovna, Hasan Al-Nashash

“…In this study, we utilize a diverse set of stress indicators including salivary alpha amylase (sAA) levels, reaction time (RT) to stimuli, accuracy of target detection, and power spectral density (PSD), in conjunction with functional connectivity networks (FCN). We estimate the PSD using Fast Fourier Transform (FFT) and the FCN using partial directed coherence. …”
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Less Is More: Brain Functional Connectivity Empowered Generalizable Intention Classification With Task-Relevant Channel Selection by Haowei Lou, Zesheng Ye, Lina Yao, Yu Zhang

“…Meanwhile, despite previous studies using either convolutional neural networks (CNNs) or graph neural networks (GNNs) to determine spatial correlations between brain regions, they fail to capture brain functional connectivity beyond physical proximity. …”
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Environmental enrichment is associated with favorable memory-related functional brain activity patterns in older adults by Simon Hass, Maxie Liebscher, Anni Richter, Anni Richter, Anni Richter, Klaus Fliessbach, Klaus Fliessbach, Christoph Laske, Christoph Laske, Sebastian Sodenkamp, Sebastian Sodenkamp, Oliver Peters, Oliver Peters, Oliver Peters, Julian Hellmann-Regen, Julian Hellmann-Regen, Julian Hellmann-Regen, Ersin Ersözlü, Ersin Ersözlü, Ersin Ersözlü, Josef Priller, Josef Priller, Josef Priller, Josef Priller, Eike Jakob Spruth, Eike Jakob Spruth, Slawek Altenstein, Slawek Altenstein, Sandra Röske, Anja Schneider, Anja Schneider, Hartmut Schütze, Annika Spottke, Annika Spottke, Anna Esser, Stefan Teipel, Stefan Teipel, Ingo Kilimann, Ingo Kilimann, Jens Wiltfang, Jens Wiltfang, Jens Wiltfang, Ayda Rostamzadeh, Wenzel Glanz, Enise I. Incesoy, Enise I. Incesoy, Enise I. Incesoy, Falk Lüsebrink, Peter Dechent, Stefan Hetzer, Klaus Scheffler, Michael Wagner, Michael Wagner, Frank Jessen, Frank Jessen, Frank Jessen, Emrah Düzel, Emrah Düzel, Franka Glöckner, Björn Hendrik Schott, Björn Hendrik Schott, Björn Hendrik Schott, Miranka Wirth, Olga Klimecki, Olga Klimecki, for DELCODE study group

“…Longitudinal studies are needed to clarify whether higher EE during life could help preserve memory network function in later life.…”
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Hypo-connected pattern in Parkinson's disease with pure apathy: A dynamic functional connectivity perspective by Yan Zhi, Kaidong Chen, Yiping You, Yi Ji, Weiguo Cheng, Wei Ji, Guofeng Shi, Xiangming Fang, Feng Wang, Kefei Chen, Li Zhang

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OPTIMAL MODEL OF FUNCTIONING OF OLERICULTURE: VERTICAL INTEGRATION, AGRICULTURAL FILIERES, CLUSTERS by Y. B. Mindlin

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Functional brain abnormalities in post COVID-19 condition and their relationship with cognition by Lourdes Carreras-Vidal, Laura Pacheco-Jaime, Mar Ariza, Neus Cano, Maite Garolera, Carla Garcia-Vicente, Ignacio Roura, Clara Capdevila-Lacasa, Javier Oltra, Jèssica Pardo, Cristina Martín-Barceló, Anna Campabadal, Roser Sala-Llonch, Nuria Bargallo, Cristian Barrué, Javier Bejar, Claudio Ulises Cortés, Carme Junqué, NAUTILUS-Project Collaborative Group, Bàrbara Segura

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A classification model for power corridors based on the improved PointNet++ network by Li Bo, Liu Siyuan, Wang Xiangfeng, Zou Cunyu

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Common Neural Correlates for Subjective and Objective Sleepiness Indices: A Functional Connectivity Study by Motomura Y, Kitamura S, Oba K, Katsunuma R, Terasawa Y, Hida A, Moriguchi Y, Mishima K

Subjects: “…functional connectivity…”
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Evolutionary Dynamics and Functional Bifurcation of the C2H2 Gene Family in Basidiomycota by Chao Duan, Jie Yang

“…This study performed a phylogenomic analysis of the C2H2 gene family across 30 Basidiomycota species, identifying 1032 genes distributed across six evolutionary clades (Groups I–VI). Functional diversification and lineage-specific expansions were observed: Group II (37.1%) formed a conserved core, while wood decayers (e.g., <i>Schizophyllum commune</i>) and edible fungi (e.g., <i>Pleurotus ostreatus</i>) exhibited clade-specific expansions in Groups III and V, respectively. …”
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Imaging of brain electric field networks with spatially resolved EEG by Lawrence R Frank, Vitaly L Galinsky, Olave Krigolson, Susan Tapert, Stephan Bickel, Antigona Martinez

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Evidence of functional connectivity disruptions between auditory and non-auditory regions in adolescents living with HIV by Joanah Madzime, Joanah Madzime, Marcin Jankiewicz, Marcin Jankiewicz, Marcin Jankiewicz, Ernesta M. Meintjes, Ernesta M. Meintjes, Ernesta M. Meintjes, Peter Torre, Barbara Laughton, Martha J. Holmes, Martha J. Holmes, Martha J. Holmes, Martha J. Holmes

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Influence of the Neural Network Hyperparameters on its Numerical Conditioning by S. V. Sholtanyuk

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Experimental method to predict avalanches based on neural networks by V. V. Zhdanov

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Influence of the Neural Network Hyperparameters on its Numerical Conditioning by S. V. Sholtanyuk

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Locomotive Traction Malfunction Diagnosing System with Neural Network by ZHANG Quanming, DENG Yabo

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Ecological network construction and optimization of typical resource-based regions, and strategies for the enhancement of multiple ecosystem services: Balancing function and structure by Shaoqing Wang, Yanling Zhao, Qiyuan Wang, He Ren, Shichao Zhu, Jiarui Cao

“…Moreover, the balance between the ecological function and topological structure of ENs is rarely considered. …”
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The Use of Neural Networks in Distance Education Technologies for the Identification of Students by O. A. Kozlova, A. A. Protasova

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Brain endurance training as a strategy for reducing mental fatigue by Nathalie André, Michel Audiffren, Chris Englert

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Effect of enhanced early life nutrition on the molecular regulation of anterior pituitary function in Holstein Friesian bull calves by K. Keogh, S. Coen, P. Lonergan, S. Fair, D. A. Kenny

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