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Convolutional MLP orthogonal fusion of multiscale features for visual place recognition
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Convolutional neural networks develop major organizational principles of early visual cortex when enhanced with retinal sampling
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ANTsX neuroimaging-derived structural phenotypes of UK Biobank
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Brain network hypersensitivity underlies pain crises in sickle cell disease
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A number sense as an emergent property of the manipulating brain
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Spike synchrony as a measure of Gestalt structure
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Detecting cognitive traits and occupational proficiency using EEG and statistical inference
- Ilya Mikheev
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Neurobiologically realistic neural network enables cross-scale modeling of neural dynamics
- Yin-Jui Chang
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Macroscale coupling between structural and effective connectivity in the mouse brain
- Danilo Benozzo
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Downstream network transformations dissociate neural activity from causal functional contributions
- Kayson Fakhar
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Brain flexibility increases during the peri-ovulatory phase as compared to early follicular phase of the menstrual cycle
- Marianna Liparoti
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On computational models of theory of mind and the imitative reinforcement learning in spiking neural networks
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Attention-based fusion of multiple graphheat networks for structural to functional brain mapping
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UNet based on dynamic convolution decomposition and triplet attention
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Communities in C. elegans connectome through the prism of non-backtracking walks
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Temporal encoding in deep reinforcement learning agents
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Characteristic dynamic functional connectivity during sevoflurane-induced general anesthesia
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Association of executive function with suicidality based on resting-state functional connectivity in young adults with subthreshold depression
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Adaptive structure evolution and biologically plausible synaptic plasticity for recurrent spiking neural networks
- Wenxuan Pan
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Functional reorganization of intranetwork and internetwork connectivity in patients with Ménière’s disease
- Jing Li
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Effects of MRI scanner manufacturers in classification tasks with deep learning models
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Associations among the workplace violence, burnout, depressive symptoms, suicidality, and turnover intention in training physicians: a network analysis of nationwide survey
- Je-Yeon Yun
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Texture-based brain networks for characterization of healthy subjects from MRI
- Rafael Vinícius da Silveira
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Impact of negative links on the structural balance of brain functional network during emotion processing
- Farhad Soleymani
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Predicting ‘Brainage’ in late childhood to adolescence (6-17yrs) using structural MRI, morphometric similarity, and machine learning
- Daniel Griffiths-King
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Automated recognition of epilepsy from EEG signals using a combining space–time algorithm of CNN-LSTM
- Xiashuang Wang
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Sentence-level sentiment analysis based on supervised gradual machine learning
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Extracting and visualizing hidden activations and computational graphs of PyTorch models with TorchLens
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Long- and short-term history effects in a spiking network model of statistical learning
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Investigating structural and functional aspects of the brain’s criticality in stroke
- Jakub Janarek
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SALA-LSTM: a novel high-precision maritime radar target detection method based on deep learning
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Identifying oscillatory brain networks with hidden Gaussian graphical spectral models of MEEG
- Deirel Paz-Linares
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Aluminum surface defect detection method based on a lightweight YOLOv4 network
- Songsong Li
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Deep learning and ultrasound feature fusion model predicts the malignancy of complex cystic and solid breast nodules with color Doppler images
- Han Liu
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A convolutional recurrent neural network with attention for response prediction to repetitive transcranial magnetic stimulation in major depressive disorder
- Mohsen Sadat Shahabi
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Deep learning-assisted radiomics facilitates multimodal prognostication for personalized treatment strategies in low-grade glioma
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Multiple visual objects are represented differently in the human brain and convolutional neural networks
- Viola Mocz
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Information load dynamically modulates functional brain connectivity during narrative listening
- Rossana Mastrandrea
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Brain-wide dendrites in a near-optimal performance of dynamic range and information transmission
- Congping Lin
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Within-subject reproducibility varies in multi-modal, longitudinal brain networks
- Johan Nakuci
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Encoding of speech in convolutional layers and the brain stem based on language experience
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Dual-branch hybrid network for lesion segmentation in gastric cancer images
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Source connectivity patterns in the default mode network differ between elderly golf-novices and non-golfers
- J. K. Gowik
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Altered brain structural and functional connectivity in cannabis users
- Najme Soleimani
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Critically synchronized brain waves form an effective, robust and flexible basis for human memory and learning
- Vitaly L. Galinsky
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The role of additive and diffusive coupling on the dynamics of neural populations
- Marinho A. Lopes
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Geosmin suppresses defensive behaviour and elicits unusual neural responses in honey bees
- Florencia Scarano
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MFCSC: Novel method to calculate mismatch between functional and structural brain connectomes, and its application for detecting hemispheric functional specialisations
- Oren Civier
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Influence of land-sea breeze on PM\(_{2.5}\) prediction in central and southern Taiwan using composite neural network
- George William Kibirige
- , Chiao Cheng Huang
- & Meng Chang Chen
Dichotomous frequency-dependent phase synchrony in the sensorimotor network characterizes simplistic movement