Flavonoids and anxiety: decoding their role in brain function and pathophysiology by Riya Singla, Sonia Kamboj, Brijesh Kumar Duvey, Anurag Bhargava, Jasmine Chaudhary

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Reveal the mechanism of brain function with fluorescence microscopy at single-cell resolution: from neural decoding to encoding by Kangchen Li, Huanwei Liang, Jialing Qiu, Xulan Zhang, Bobo Cai, Depeng Wang, Diming Zhang, Bingzhi Lin, Haijun Han, Geng Yang, Zhijing Zhu

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Microbiota and Mental Health: Decoding the Gut-Brain Axis by Alicja Grzelak

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Decoding mechanisms and protein markers in lung-brain axis by Shiqian Huang, Yuxi Zhou, Haipeng Ji, Tianhao Zhang, Shiya Liu, Lulin Ma, Daling Deng, Yuanyuan Ding, Linlin Han, Shaofang Shu, Yu Wang, Xiangdong Chen

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Domain‐Specific and Domain‐General Functional Brain Alterations in Type 2 Diabetes Mellitus: A Task‐Based and Functional Connectivity Meta‐Analysis by Valentino Marcel Tahamata, Yang‐Teng Fan, Li Wei, Yen‐Nung Lin, Roger Marcelo Martinez, Kah Kheng Goh, Yu‐Chun Chen, Chenyi Chen

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Decoding of spatial information of pain and tactile stimulus in the brain: a multivariate pattern analysis of functional magnetic resonance imaging data by In-Seon Lee, Dha-hyun Choi, Younbyoung Chae

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Decoding event-related potentials: single-dose energy dietary supplement acts on earlier brain processes than we thought by Karina J. Maciejewska

Subjects: “…decoding brain’s function…”
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Extracting representations of cognition across neuroimaging studies improves brain decoding. by Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux

“…Our approach improves decoding performance for 80% of 35 widely-different functional-imaging studies. …”
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Decoding DNA sequence-driven evolution of the human brain epigenome at cellular resolution by Emre Caglayan, Genevieve Konopka

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An action decoding framework combined with deep neural network for predicting the semantics of human actions in videos from evoked brain activities by Yuanyuan Zhang, Manli Tian, Baolin Liu

“…IntroductionRecently, numerous studies have focused on the semantic decoding of perceived images based on functional magnetic resonance imaging (fMRI) activities. …”
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Decoding Articulation Motor Imagery Using Early Connectivity Information in the Motor Cortex: A Functional Near-Infrared Spectroscopy Study by Zengzhi Guo, Fei Chen

“…Previous BCIs based on fNIRS mainly relied on activation information, which ignored the functional connectivity between neural areas. In this study, a 4-class speech imagery BCI based on fNIRS is presented to decode simplified articulation motor imagery (only the movements of jaw and lip were retained) of different vowels. …”
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Impact of Generation Rate of Speech Imagery on Neural Activity and BCI Decoding Performance: A fNIRS Study by Zengzhi Guo, Lisheng Xu, Wenjun Tan, Fei Chen

“…Current BCI research primarily focuses on improving the decoding performance. However, a key aspect of stroke rehabilitation lies in inducing stronger cortical activations in the damaged brain areas, thereby accelerating the recovery of brain functions. …”
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Latent preference representation in the human brain for scented products: Effects of novelty and familiarity by Toshiki Okumura, Kai Saito, Risako Harada, Tohru Ohki, Hiroyuki Hanihara, Ikuhiro Kida

“…Brain activity in regions like the medial orbitofrontal cortex and nucleus accumbens (NAcc) correlates with subjective preferences. …”
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Neurophysiological Insights into Network Decoding of Working Memory: An Analysis of Human Brain Electrophysiological Signals by Mahdieh Tahanejad, Zahra Bahmani

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A Novel Object Categorization Decoder from fMRI Signals Using Deep Neural Networks by Alireza Shakeripour, Zahra Bahmani, Pooriya Aghaomidi, Shima Seyed-Allaei

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Cross-Subject Motor Imagery Electroencephalogram Decoding with Domain Generalization by Yanyan Zheng, Senxiang Wu, Jie Chen, Qiong Yao, Siyu Zheng

“…Decoding motor imagery (MI) electroencephalogram (EEG) signals in the brain–computer interface (BCI) can assist patients in accelerating motor function recovery. …”
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Can Emotional and Behavioral Dysregulation in Youth Be Decoded from Functional Neuroimaging? by Liana C L Portugal, Maria João Rosa, Anil Rao, Genna Bebko, Michele A Bertocci, Amanda K Hinze, Lisa Bonar, Jorge R C Almeida, Susan B Perlman, Amelia Versace, Claudiu Schirda, Michael Travis, Mary Kay Gill, Christine Demeter, Vaibhav A Diwadkar, Gary Ciuffetelli, Eric Rodriguez, Erika E Forbes, Jeffrey L Sunshine, Scott K Holland, Robert A Kowatch, Boris Birmaher, David Axelson, Sarah M Horwitz, Eugene L Arnold, Mary A Fristad, Eric A Youngstrom, Robert L Findling, Mirtes Pereira, Leticia Oliveira, Mary L Phillips, Janaina Mourao-Miranda

“…Furthermore, identifying neuroimaging biomarkers related to dimensional measures of behavior may provide targets to guide individualized treatment. We aimed to use functional neuroimaging and pattern regression techniques to determine whether patterns of brain activity could accurately decode individual-level severity on a dimensional scale measuring behavioural and emotional dysregulation at two different time points.…”
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Working-memory load decoding model inspired by brain cognition based on cross-frequency coupling by Jing Zhang, Tingyi Tan, Yuhao Jiang, Congming Tan, Liangliang Hu, Daowen Xiong, Yikang Ding, Guowei Huang, Junjie Qin, Yin Tian

“…Working memory, a fundamental cognitive function of the brain, necessitates the evaluation of cognitive load intensity due to limited cognitive resources. …”
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Brain basis of cognitive resilience: Prefrontal cortex predicts better reading comprehension in relation to decoding. by Smadar Z Patael, Emily A Farris, Jessica M Black, Roeland Hancock, John D E Gabrieli, Laurie E Cutting, Fumiko Hoeft

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Neural Correlation Integrated Adaptive Point Process Filtering on Population Spike Trains by Mingdong Li, Shuhang Chen, Xiang Zhang, Yiwen Wang

Subjects: “…Brain-machine interfaces…”
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