AIMC Topic: Models, Neurological

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Implementing feature binding through dendritic networks of a single neuron.

Neural networks : the official journal of the International Neural Network Society Sep 1, 2025
A single neuron receives an extensive array of synaptic inputs through its dendrites, raising the fundamental question of how these inputs undergo integration and summation, culminating in the initiation of spikes in the soma. Experimental and comput...
Nerve Net Dendrites Purkinje Cells Neurons Synapses Neural Networks, Computer Computer Simulation Models, Neurological Action Potentials Animals
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Synergistic Pathways of Modulation Enable Robust Task Packing Within Neural Dynamics.

Neural computation Aug 8, 2025
Understanding how brain networks learn and manage multiple tasks simultaneously is of interest in both neuroscience and artificial intelligence. In this regard, a recent research thread in theoretical neuroscience has focused on how recurrent neural ...
Neurons Nerve Net Neural Networks, Computer Artificial Intelligence Learning Models, Neurological Brain Humans
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Exploring the Architectural Biases of the Cortical Microcircuit.

Neural computation Aug 8, 2025
The cortex plays a crucial role in various perceptual and cognitive functions, driven by its basic unit, the canonical cortical microcircuit. Yet, we remain short of a framework that definitively explains the structure-function relationships of this ...
Humans Neural Networks, Computer Learning Neurons Cerebral Cortex Nerve Net Animals Models, Neurological
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Network models incorporating chloride dynamics predict optimal strategies for terminating status epilepticus.

Neurobiology of disease Aug 1, 2025
Status epilepticus (SE), seizures lasting beyond five minutes, is a medical emergency commonly treated with benzodiazepines which enhance GABA receptor (GABAR) conductance. Despite widespread use, benzodiazepines fail in over one-third of patients, p...
Benzodiazepines Chlorides Nerve Net Electroencephalography Anticonvulsants Receptors, GABA-A Status Epilepticus Humans Neural Networks, Computer Models, Neurological Action Potentials Animals
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Spiking Neural Network Models of Interaural Time Difference Extraction via a Massively Collaborative Process.

eNeuro Jul 1, 2025
Neuroscientists are increasingly initiating large-scale collaborations which bring together tens to hundreds of researchers. At this scale, such projects can tackle big challenges and engage diverse participants. Inspired by projects in mathematics, ...
Humans Neural Networks, Computer Animals Neurons Models, Neurological Sound Localization Action Potentials
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Memristive circuit of emotion with negative feedback based on three primary color model.

Neural networks : the official journal of the International Neural Network Society Jul 1, 2025
Many memristive circuits tend to oversimplify the process of emotion generation as a linear event, disregarding crucial factors such as negative feedback and other regulatory mechanisms. In this paper, a memristive circuit of emotion with negative fe...
Models, Neurological Color Feedback Emotions Humans Neural Networks, Computer
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Structural network measures reveal the emergence of heavy-tailed degree distributions in lottery ticket multilayer perceptrons.

Neural networks : the official journal of the International Neural Network Society Jul 1, 2025
Artificial neural networks (ANNs) were originally modeled after their biological counterparts, but have since conceptually diverged in many ways. The resulting network architectures are not well understood, and furthermore, we lack the quantitative t...
Models, Neurological Neural Networks, Computer Humans Nerve Net Brain Multilayer Perceptrons
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DTBIA: An Immersive Visual Analytics System for Brain-Inspired Research.

IEEE transactions on visualization and computer graphics Jun 1, 2025
The Digital Twin Brain (DTB) is an advanced artificial intelligence framework that integrates spiking neurons to simulate complex cognitive functions and collaborative behaviors. For domain experts, visualizing the DTB's simulation outcomes is essent...
Magnetic Resonance Imaging Models, Neurological Algorithms Brain Humans Computer Graphics Imaging, Three-Dimensional Artificial Intelligence
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A mean field theory for pulse-coupled neural oscillators based on the spike time response curve.

Journal of neurophysiology Jun 1, 2025
A mean field method for pulse-coupled oscillators with delays used a self-connected oscillator to represent a synchronous cluster of - 1 oscillators and a single oscillator assumed to be perturbed from the cluster. A periodic train of biexponential ...
Nerve Net Interneurons Models, Neurological Action Potentials Neurons Neural Networks, Computer Animals
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Toward Building Human-Like Sequential Memory Using Brain-Inspired Spiking Neural Models.

IEEE transactions on neural networks and learning systems Jun 1, 2025
The brain is able to acquire and store memories of everyday experiences in real-time. It can also selectively forget information to facilitate memory updating. However, our understanding of the underlying mechanisms and coordination of these processe...
Neural Networks, Computer Brain Humans Action Potentials Neurons Computer Simulation Memory Models, Neurological
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