AIMC Topic: Dendrites

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Neurons from the adult human dentate nucleus: neural networks in the neuron classification.

Journal of theoretical biology Jan 30, 2015
OBJECTIVES: Topological (central vs. border neuron type) and morphological classification of adult human dentate nucleus neurons according to their quantified histomorphological properties using neural networks on real and virtual neuron samples.
Dendrites ROC Curve Dentate Gyrus Neurons Analysis of Variance Cluster Analysis Neural Networks, Computer Adult Humans
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Classifying GABAergic interneurons with semi-supervised projected model-based clustering.

Artificial intelligence in medicine Jan 2, 2015
OBJECTIVES: A recently introduced pragmatic scheme promises to be a useful catalog of interneuron names. We sought to automatically classify digitally reconstructed interneuronal morphologies according to this scheme. Simultaneously, we sought to dis...
Interneurons Dendrites Cluster Analysis GABAergic Neurons Axons Humans Artificial Intelligence
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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...
Action Potentials Dendrites Neurons Neural Networks, Computer Models, Neurological Nerve Net Purkinje Cells Animals Computer Simulation Synapses
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Artificial Axon with Dendritic-like Plasticity by Biomimetic Interface Engineering of Anisotropic Two-Dimensional Tellurium.

Nano letters May 28, 2025
Spiking neural network (SNN) hardware relies on implicit assumptions that prioritize dendritic/synaptic learning above axon/synaptic concerns, compromising performances in signal capacity, accuracy, and compactness of SNN systems. Herein, we develop ...
Tellurium Biomimetics Neuronal Plasticity Neural Networks, Computer Anisotropy Biomimetic Materials Dendrites Axons
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Propagation delays determine neuronal activity and synaptic connectivity patterns emerging in plastic neuronal networks.

Chaos (Woodbury, N.Y.) Oct 1, 2018
In plastic neuronal networks, the synaptic strengths are adapted to the neuronal activity. Specifically, spike-timing-dependent plasticity (STDP) is a fundamental mechanism that modifies the synaptic strengths based on the relative timing of pre- and...
Synaptic Transmission Dendrites Oscillometry Synapses Humans Normal Distribution Algorithms Axons Nerve Net Neural Networks, Computer Neurons Nonlinear Dynamics Computer Simulation Models, Neurological Plastics Time Factors Neuronal Plasticity Brain Action Potentials
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