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Reconstructing computational system dynamics from neural data with recurrent neural networks
Computational models in neuroscience usually take the form of systems of differential equations. The behaviour of such systems is the subject of...
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Chaos analysis of nonlinear variable order fractional hyperchaotic Chen system utilizing radial basis function neural network
This research explores the various chaotic features of the hyperchaotic Chen dynamical system within a variable order fractional (VOF) calculus...
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Effects of high-order interactions on synchronization of a fractional-order neural system
In this study, effects of high-order interactions on synchronization of the fractional-order Hindmarsh–Rose neuron models have been examined deeply....
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Influences of time delay and connection topology on a multi-delay inertial neural system
Multiple delays and connection topology are the key parameters for the realistic modeling of networks. This paper discusses the influences of time...
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Neural Network Models for Predicting Solubility and Metabolism Class of Drugs in the Biopharmaceutics Drug Disposition Classification System (BDDCS)
Background and ObjectiveThe biopharmaceutics drug disposition classification system (BDDCS) categorizes drugs into four classes on the basis of their...
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Dissecting neural computations in the human auditory pathway using deep neural networks for speech
The human auditory system extracts rich linguistic abstractions from speech signals. Traditional approaches to understanding this complex process...
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Propofol modulates neural dynamics of thalamo-cortical system associated with anesthetic levels in rats
The thalamocortical system plays an important role in consciousness. How anesthesia modulates the thalamocortical interactions is not completely...
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Proteomic-miRNA Biomics Profile Reveals 2D Cultures of Human iPSC-Derived Neural Progenitor Cells More Sensitive than 3D Spheroid System Against the Experimental Exposure to Arsenic
The iPSC-derived 3D models are considered to be a connective link between 2D culture and in vivo studies. However, the sensitivity of such 3D models...
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Restoring After Central Nervous System Injuries: Neural Mechanisms and Translational Applications of Motor Recovery
Central nervous system (CNS) injuries, including stroke, traumatic brain injury, and spinal cord injury, are leading causes of long-term disability....
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Neural Crest
This chapter discusses the role of cardiac neural crest cells in the formation of the septum that divides the cardiac arterial pole into separate...
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Designing an Automatic Sleep Staging System Using Deep Convolutional Neural Network Fed by Nonlinear Dynamic Transformation
PurposeStudies have shown that sleep significantly affects mental and physical health and quality of life. Sleep staging is one of the most effective...
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Central nervous system-derived extracellular vesicles: the next generation of neural circulating biomarkers?
The central nervous system (CNS) is integrated by glial and neuronal cells, and both release extracellular vesicles (EVs) that participate in CNS...
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Neural Mechanisms Underlying the Coughing Reflex
Breathing is an intrinsic natural behavior and physiological process that maintains life. The rhythmic exchange of gases regulates the delicate...
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Understanding neural circuit function through synaptic engineering
Synapses are a key component of neural circuits, facilitating rapid and specific signalling between neurons. Synaptic engineering — the synthetic...
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A unifying perspective on neural manifolds and circuits for cognition
Two different perspectives have informed efforts to explain the link between the brain and behaviour. One approach seeks to identify neural circuit...
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The neural addiction of cancer
The recently uncovered key role of the peripheral and central nervous systems in controlling tumorigenesis and metastasis has opened a new area of...
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Neural waves and computation in a neural net model I: Convolutional hierarchies
The computational resources of a neuromorphic network model introduced earlier are investigated in the context of such hierarchical systems as the...
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5-HT Neural System Abnormalities in PTSD Model Rats
To do translational research on illness, a suitable animal model is needed. Since the symptoms of post-traumatic stress disorder (PTSD) exist across...
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A prognostic neural epigenetic signature in high-grade glioma
Neural–tumor interactions drive glioma growth as evidenced in preclinical models, but clinical validation is limited. We present an epigenetically...
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A rapid and bidirectional reporter of neural activity reveals neural correlates of social behaviors in Drosophila
Neural activity is modulated over different timescales encompassing subseconds to hours, reflecting changes in external environment, internal state...
