Artificial Neuronal Devices Based on Emerging Materials: Neuronal Dynamics and Applications.
Sign Up to like & getrecommendations! Published in 2023 at "Advanced materials"
DOI: 10.1002/adma.202205047
Abstract: Artificial neuronal devices are critical building blocks of neuromorphic computing systems and currently the subject of intense research motivated by application needs from new computing technology and more realistic brain emulation. Researchers have proposed a… read more here.
Keywords: artificial neuronal; emerging materials; devices based; neuronal devices ... See more keywords
Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception
Sign Up to like & getrecommendations! Published in 2017 at "Scientific Reports"
DOI: 10.1038/s41598-017-06519-y
Abstract: The robust estimation of dynamical hidden features, such as the position of prey, based on sensory inputs is one of the hallmarks of perception. This dynamical estimation can be rigorously formulated by nonlinear Bayesian filtering… read more here.
Keywords: neuronal dynamics; filtering learning; learning neuronal; nonlinear bayesian ... See more keywords
Predicting slow and fast neuronal dynamics with machine learning.
Sign Up to like & getrecommendations! Published in 2019 at "Chaos"
DOI: 10.1063/1.5119723
Abstract: In this work, we employ reservoir computing, a recently developed machine learning technique, to predict the time evolution of neuronal activity produced by the Hindmarsh-Rose neuronal model. Our results show accurate short- and long-term predictions… read more here.
Keywords: machine; neuronal dynamics; machine learning; fast neuronal ... See more keywords
Genetically encoded fluorescent sensors for imaging neuronal dynamics in vivo
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Neurochemistry"
DOI: 10.1111/jnc.15608
Abstract: The brain relies on many forms of dynamic activities in individual neurons, from synaptic transmission to electrical activity and intracellular signaling events. Monitoring these neuronal activities with high spatiotemporal resolution in the context of animal… read more here.
Keywords: imaging neuronal; neuronal dynamics; encoded fluorescent; genetically encoded ... See more keywords
On the Neuronal Dynamics of Aesthetic Experience: Evidence from Electroencephalographic Oscillatory Dynamics
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Cognitive Neuroscience"
DOI: 10.1162/jocn_a_01812
Abstract: Abstract Aesthetic experiences have an influence on many aspects of life. Interest in the neural basis of aesthetic experiences has grown rapidly in the past decade, and fMRI studies have identified several brain systems supporting… read more here.
Keywords: neuronal dynamics; aesthetic experiences; aesthetic experience; experience evidence ... See more keywords
Thermodynamic Formalism in Neuronal Dynamics and Spike Train Statistics
Sign Up to like & getrecommendations! Published in 2020 at "Entropy"
DOI: 10.20944/preprints202010.0250.v1
Abstract: The Thermodynamic Formalism provides a rigorous mathematical framework to study quantitative and qualitative aspects of dynamical systems. At its core there is a variational principle corresponding, in its simplest form, to the Maximum Entropy principle.… read more here.
Keywords: neuronal dynamics; dynamics spike; spike train; formalism neuronal ... See more keywords
Estimation of Neuronal Dynamics of Izhikevich Neuron Models from Spike-Train Data with Particle Markov Chain Monte Carlo Method
Sign Up to like & getrecommendations! Published in 2021 at "Journal of the Physical Society of Japan"
DOI: 10.7566/jpsj.90.104801
Abstract: Many neuronal models reproducing electrical activities of neurons have been proposed. Among such neuronal models, the Izhikevich neuron model is known to reproduce various kinds of electrical respo... read more here.
Keywords: models spike; neuron models; neuronal dynamics; dynamics izhikevich ... See more keywords