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Progress on the application of supercomputer brain simulation technology
Published 2025-02-01“…High performance computing (HPC) is transforming the field of large⁃scale brain simulation by enabling the integration of multi⁃scale computational modeling with massive neuroscience data. …”
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Homeodynamic feedback inhibition control in whole-brain simulations.
Published 2024-12-01“…We show that, by using this dynamic approach, we can control the target activity level to obtain biologically plausible brain simulations, including post-synaptic potentials and blood-oxygen-level-dependent functional magnetic resonance imaging (fMRI) activity. …”
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Future projections for mammalian whole-brain simulations based on technological trends in related fields
Published 2025-06-01Subjects: “…Whole-brain simulations…”
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GAN-enhanced deep learning for improved Alzheimer's disease classification and longitudinal brain change analysis
Published 2025-06-01“…These brain simulation models help visualize and predict how AD may evolve in different regions of the brain, enhancing both diagnosis and treatment planning.…”
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Analog and digital systems and high-performance solutions in problems of brain research and modeling
Published 2018-07-01“…Special attention was devoted to the problem of the human brain simulation, based on a combination of digital and analog subsystems. …”
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Efficient implementation of the Hodgkin-Huxley potassium channel via a single volatile memristor
Published 2025-07-01“…Memristor-based brain simulations offer advantages in energy efficiency, scalability, and compactness, benefiting fields such as soft robotics, embedded systems, and neuroprosthetics.MethodsPrevious approaches used current-controlled Mott memristors, which poorly matched the voltage-controlled nature of ion channels. …”
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Evaluation of Snowboarding Helmets in Mitigation of the Biomechanical Responses of Head Surrogate
Published 2024-12-01“…., linear acceleration, angular velocity, angular acceleration) and brain simulant pressures were measured in the head surrogate. …”
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Task-dependent coarticulation of movement sequences
Published 2024-09-01“…Here, we show that separate or coarticulated sequences can result from the same task-dependent controller, without implying different representations in the brain. Simulations show that planning for multiple reaches simultaneously allows separate or coarticulated sequences depending on instructions about intermediate goals. …”
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A multi-scale study of thalamic state-dependent responsiveness.
Published 2024-12-01“…The development of this thalamic mean-field model provides a new tool for incorporating detailed thalamic dynamics in large scale brain simulations.…”
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MKD-Net: A Novel Neuro Evolutionary Approach for Blockchain-Based Secure Medical Image Classification Using Multi-Kernel DLM
Published 2025-01-01“…Owing to advancements in the domain of nature-inspired optimization and human brain simulations, this paper presents a novel approach to a neuro-evolutionary algorithm for medical image classification. …”
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Region-specific mean field models enhance simulations of local and global brain dynamics
Published 2025-06-01“…In aggregate, region-specific models based on MF and pre-wired circuit connectivity can significantly improve virtual brain simulations, fostering the generation of effective brain digital twins that could be used for physiological studies and clinical applications.…”
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