Perspectives on electron transfer kinetics across graphene-family nanomaterials and interplay of electronic structure with defects and quantum capacitance by Sanju Gupta, Magdalena Narajczyk, Mirosław Sawczak, Robert Bogdanowicz

“…We elucidated the ET kinetics tunability by engineering the electronic band structure, varying electrode potential, and morphological diversity.…”
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Patients with Mild Cognitive Impairment Display Reduced Auditory Event-Related Delta Oscillatory Responses by Pınar Kurt, Derya Durusu Emek-Savaş, Kübra Batum, Bilge Turp, Bahar Güntekin, Sibel Karşıdağ, Görsev Gülmen Yener

“…The maximum peak-to-peak amplitudes for each subject’s averaged delta response (0.5–2.2 Hz) were measured. …”
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Analytical Comparison of Two Emotion Classification Models Based on Convolutional Neural Networks by Huiping Jiang, Demeng Wu, Rui Jiao, Zongnan Wang

“…The EEG classification results of these two classification models were subsequently analyzed and compared, with the average classification accuracy of the CSP-CNN model found to be 80.56%, and the average classification accuracy of the WT-CNN model measured to 86.90%. …”
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Comparison of effectiveness of common targeting heuristics in repetitive transcranial magnetic stimulation treatment of depression by Thomas Frodl, Irene Neuner, Katrin Sakreida, Nicholas T Trapp, Sarah Kreuzer, Ulrike Rubin, Dieter Schnabel, Jana Hovančáková, Alexander T Sack, Timm B Poeppl

“…The treatment target (ie, coil position) was either determined at an absolute distance anterior to the motor hotspot (‘6 cm rule’) or defined in reference to the EEG electrode position F3 using a traditional (‘Beam F3’) or optimised (‘Beam F3 Adjusted’) approach.Findings There was no statistically significant difference between the ‘6 cm rule’ and the ‘Beam F3’ method nor between the ‘Beam F3’ and the ‘Beam F3 Adjusted’ method in head-to-head comparisons of averaged per cent change of scores on depression rating scales (all p>0.605) and response rate (all p>0.475).Conclusions Enhancing targeting precision via scalp-based heuristics does not affect treatment outcomes.Clinical implications There is no need for clinicians to switch from their familiar to an ‘advanced’ approach among these common targeting heuristics.…”
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Velocities of hippocampal traveling waves are proportional to their coherence frequency. by Gadi Goelman, Tal Benoliel, Zvi Israel, Sami Heymann, Juan Leon, Dana Ekstein

“…The average coherence values are higher, and the average pair distances and wave velocities are lower in the multivariate analysis than in the pairwise approach. …”
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Preliminary evaluation of the FastCAP for users of the Nurotron cochlear implant by Xue-Ying Yang, Sui Huang, Qian-Jie Fu, John Galvin, Bing Chen, Ji-Sheng Liu, Duo-Duo Tao

“…FastCAPs and ECAPs were measured across five electrodes and four stimulation levels per electrode. …”
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Neurophysiological Correlates of Expert Knowledge: An Event-Related Potential (ERP) Study about Law-Relevant Versus Law-Irrelevant Terms by Peter Walla, Stefan Kalt, Konrad Lachmayer

“…Event-related potentials (ERPs) were subsequently averaged for each category and subjected to statistical analysis. …”
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Alertness assessment by optical stimulation-induced brainwave entrainment through machine learning classification by Yong Zhou, Yizhou Tan, Shasha Wang, Hanshu Cai, Ying Gu

“…We found that Naive Bayes model showed the best classification efficacy in 30 Hz optical stimulation, with AUC reaching 0.90, an average accuracy of 0.90, an average sensitivity of 0.89, and an average specificity of 0.90. …”
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Hierarchical Nanostructured Copper by Dealloying MnCu Alloy Ribbon for High-Performance Glucose Sensing by Jinyi Wang, Bowen Fan, Jiana Song, Chen Chen, Yuan Ji, Jincheng Yu

“…Three-dimensional bicontinuous nanoporous copper with an average pore size of 34 nm~86 nm and an average ligament size range of 45 nm~125 nm can be obtained. …”
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Forearm Motion and Hand Grasp Prediction Based on Target Muscle Bioimpedance for Human–Machine Interaction by Tianyang Yao, Yu Wu, Dai Jiang, Richard Bayford, Andreas Demosthenous

“…A total of six channels, formed by nine electrodes, are employed for this multi-degree of freedom (DoF) prediction. …”
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Investigation of EEG Parameters in Virtual Reality Puck Shooting Task in Hockey Players and Freestyle Wrestlers by I.S. Polikanova, S.V. Leonov

“…The overall trend in both groups is similar (after the experiment, there is a decrease in IAF, an increase in alpha rhythm power in central and parietal electrodes, and a decrease in occipital electrodes; a decrease in theta rhythm power in frontal and occipital electrodes; and a decrease in beta rhythm across all electrodes). …”
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Investigating the Effect of Environment on the Synthesis of Nickel and Nickel Oxide Nanoparticles Using the Laser Ablation Method with a Nanosecond Fiber Laser by Shahin Torkamani, Hamed Naderi-Samani, Reza Shoja Razavi, Mohammad Gavahian Jahromi, Ehsan Naderi-Samani, Mohammad Reza Borhnai, Atefeh Heidarian

“…These particles exhibited an average size of 70 nm, spherical morphology, and a rough surface. …”
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Epilepsy EEG Seizure Prediction Based on the Combination of Graph Convolutional Neural Network Combined with Long- and Short-Term Memory Cell Network by Zhejun Kuang, Simin Liu, Jian Zhao, Liu Wang, Yunkai Li

“…Experimental results show that the average accuracy of binary classification on the CHB-MIT dataset is 99.39%, and the average accuracy of ternary classification is 98.69%.…”
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Early Detection via EEG Signals of Self-Initiated Reaching and Grasping Movements Performed With the Subject’s Selected Upper Extremity by Jorge A. Sanchez-Bautista, Javier M. Antelis, Omar Mendoza-Montoya

“…For movement onset classification, an average accuracy of 82% was achieved, while the limb classification reached 50% accuracy in a three-class scenario. …”
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Features of bioelectric brain activity in people with different level of situational anxiety when performing non-verbal tasks by S. I. Pavlenko, D. S. Gromova, O. A. Vedyasova, A. M. Kovalev, A. I. Budaev

“…The level of situational anxiety was determined using the Spielberg-Khanin test.The spectral power of the electroencephalogram rhythms was recorded using the NVX 36 digital DC EEG neurovisor using a cap with a set of electrodes that were placed on the head of the subjects according to the international 10–20 system. …”
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Investigation of mixing performance in electro-osmotic micromixers through rigid baffle design and parameter optimization by Ali Khoshnod, Reza Shahsavandi, Khashayar Hosseinzadeh

“…Furthermore, increasing the applied voltage from 1 to 3 V resulted in a 27% average enhancement of the mixing index. A maximum mixing index of 99.37% was achieved at a $$\pi /2$$ phase lag, representing an average 20.1% improvement compared to the absence of a phase lag. …”
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Differences of interference myogram patterns from forearm muscles at different variants of the hand grip by E. A. Eliseichev, A. A. Tyaptin, R. M. Zhilin, P. S. Vorobyev, I. S. Blinov

“…The proportion of pairs with reliable differences varies from subject to subject when comparing the product of frequency and mean amplitude and ranges from 71 to 98 %. The average value for the whole group is 87 %. When comparing frequency only, the variation ranges from 67 to 93 %, with an average of 78 %.Conclusion. …”
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Electrical Properties of Horizontal Array Capacitor Using Composite Organic Dielectric Layer of Impregnated Glass-Fiber Epoxy by Hwa-Sun Park, Young-Il Na, Sang-Min Lee, Su-Jeong Suh, Yong-Soo Oh, Joon-kyun Lee, Sang Gweon Kim, Sang-Woo Han, Ho-Young Cha, Jung-Rag Yoon

“…The height of the fabricated array capacitor in the vertical direction is 0.5 mm, with nine capacitances possessing a series-type structure. The average capacitance value of C1, C2, C3, and C4 is 1.98 nF, and each tolerance has a value within 1% based on the average value. …”
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A Novel Grouting Diffusion Monitoring System Based on ZigBee Wireless Sensor Network by Xiangpeng Wang, Tingkai Wang, Jinyu Gao, Meng Yang, Fanqiang Lin, Yong Jia

“…It consists of multichannel data acquisition units with electrodes for sensing underground currents and a user control unit for centralized management and data processing. …”
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Deep transcranial ultrasound stimulation using personalized acoustic metamaterials improves treatment-resistant depression in humans by David Attali, Thomas Tiennot, Thomas J. Manuel, Maxime Daniel, Alexandre Houdouin, Philippe Annic, Alexandre Dizeux, Alexandre Haroche, Ghita Dadi, Adèle Henensal, Mylène Moyal, Alice Le Berre, Cécile Paolillo, Sylvain Charron, Clément Debacker, Maliesse Lui, Sabrina Lekcir, Rosella Mancusi, Thierry Gallarda, Tarek Sharshar, Khaoussou Sylla, Catherine Oppenheim, Arnaud Cachia, Mickael Tanter, Jean-Francois Aubry, Marion Plaze

“…However, it currently requires neurosurgical electrode implantation, posing significant risks and limiting widespread use while TRD affects around 100 million people worldwide. …”
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