Search Results - biological neuron model
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Nonsmooth dynamics in spiking neuron models
Published 2012“…Large scale studies of spiking neural networks are a key part of modern approaches to understanding the dynamics of biological neural tissue. One approach in computational neuroscience has been to consider the detailed electrophysiological properties of neurons and build vast computational compartmental models. …”
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Mode locking in a periodically forced "ghostbursting" neuron model
Published 2004“…This exact analysis is in excellent agreement with numerical simulations, and can be used to understand the response of such a model neuron to biologically realistic input.…”
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Using evolutionary algorithms for fitting high-dimensional models to neuronal data
Published 2012“…n the study of neurosciences, and of complex biological systems in general, there is frequently a need to fit mathematical models with large numbers of parameters to highly complex datasets. …”
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An empirical study towards efficient learning in artificial neural networks by neuronal diversity
Published 2016“…However, there has been relatively little research on transfer function optimization compared to other aspects of neural network optimization. In this work, neuronal diversity - a property found in biological neural networks- is explored as a potentially promising method of transfer function optimization. …”
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Deep learning models of biological visual information processing
Published 2016“…Improved computational models of biological vision can shed light on key processes contributing to the high accuracy of the human visual system. …”
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Role of NMNAT2 regulation in cortical primary neurons
Published 2019“…Nicotinamide mononucleotide adenylyl transferase 2 (NMNAT2) is a key neuronal maintenance factor which provides potent neuroprotec-tion in several models of neurological disorders. …”
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Design and fabrication of a device for three-dimensional neuronal development
Published 2021“…While Agarose neuron cultures, presented more rounded neurons with a shorter axons. …”
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Recognizing faces with normalized local Gabor features and Spiking Neuron Patterns
Published 2016“…{SNP} is acquired from projection of LGFV//LN features using Spike Response Model (SRM), a neuron model describing the spike behavior of a biological neuron. …”
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Rapid solution exchange to entire neuronal cultures grown on multi electrode arrays
Published 2017“…Producing such rapid signals using microfluidic technology requires rapid flow rates which is challenging, not just in terms of the liquid handling, but also with respect to the biology and well-being of the neurons when subjected to such flow. …”
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Understanding the role of hepatic Neuronal PAS Domain Protein 2 (NPAS2) in circadian rhythmicity and cognition
Published 2023“…Circadian rhythms are highly conserved, endogenous biological oscillations with a periodicity of approximately 24 hours. …”
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Molecular and mitochondrial biology of eusocial bees: responses to stress and xenobiotics
Published 2024“…Furthermore, it is demonstrated that bumblebees can be used as effective model organisms for research and development of pharmaceutical drugs. …”
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