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Local field potentials (LFPs) are routinely measured experimentally in brain tissue, and exhibit strong low-pass frequency filtering properties, with high frequencies (such as action potentials) being visible only at very short distances…

生物物理 · 物理学 2016-08-16 C. Bédard , H. Kröger , A. Destexhe

The first recording of electrical potential from brain activity was reported already in 1875, but still the interpretation of the signal is debated. To take full advantage of the new generation of microelectrodes with hundreds or even…

神经元与认知 · 定量生物学 2022-05-17 Szymon Łęski , Henrik Lindén , Tom Tetzlaff , Klas H. Pettersen , Gaute T. Einevoll

The oscillatory nature of the cortical local field potential (LFP) is commonly interpreted as a reflection of synchronized network activity, but its relationship to observed transient coincident firing of neurons on the millisecond…

神经元与认知 · 定量生物学 2011-11-24 Michael Denker , Sébastien Roux , Henrik Lindén , Markus Diesmann , Alexa Riehle , Sonja Grün

In brain neural networks, Local Field Potential (LFP) signals represent the dynamic flow of information. Analyzing LFP clinical data plays a critical role in improving our understanding of brain mechanisms. One way to enhance our…

神经元与认知 · 定量生物学 2024-05-14 Maedeh Sadeghi , Mahdi Aliyari Shoorehdeli , Shole jamali , Abbas Haghparast

A problem of classification of local field potentials (LFPs), recorded from the prefrontal cortex of a macaque monkey, is considered. An adult macaque monkey is trained to perform a memory-based saccade. The objective is to decode the eye…

统计方法学 · 统计学 2017-11-28 Taposh Banerjee , John Choi , Bijan Pesaran , Demba Ba , Vahid Tarokh

We demonstrate that human electrophysiological recordings of the local field potential (LFP) from intracranial electrodes, acquired from a variety of cerebral regions, show a ubiquitous $1/f^2$ scaling within the power spectrum. We develop…

神经元与认知 · 定量生物学 2015-05-13 J. N. Milstein , F. Mormann , I. Fried , C. Koch

The power spectrum of local field potentials (LFPs) has been reported to scale as the inverse of the frequency, but the origin of this "1/f noise" is at present unclear. Macroscopic measurements in cortical tissue demonstrated that electric…

神经元与认知 · 定量生物学 2009-11-13 Claude Bedard , Alain Destexhe

The LFPs is a broadband signal that captures variations of neural population activity over a wide range of time scales. The range of time scales available in LFPs is particularly interesting from the neural coding point of view because it…

神经元与认知 · 定量生物学 2012-06-05 Alberto Mazzoni , Nikos K. Logothetis , Stefano Panzeri

The local field potential (LFP) is as a measure of the combined activity of neurons within a region of brain tissue. While biophysical modeling schemes for LFP in cortical circuits are well established, there is a paramount lack of…

Neuronal activity in the brain generates synchronous oscillations of the Local Field Potential (LFP). The traditional analyses of the LFPs are based on decomposing the signal into simpler components, such as sinusoidal harmonics. However, a…

定量方法 · 定量生物学 2018-06-19 Luca Perotti , Justin DeVito , Daniel Bessis , Yuri Dabaghian

The presence of internal feedback pathways (IFPs) is a prevalent yet unexplained phenomenon in the brain. Motivated by experimental observations on 1) motor-related signals in visual areas, and 2) massively distributed processing in the…

系统与控制 · 电气工程与系统科学 2022-04-07 Jing Shuang Li

Multi-electrode arrays covering several square millimeters of neural tissue provide simultaneous access to population signals such as extracellular potentials and spiking activity of one hundred or more individual neurons. The…

神经元与认知 · 定量生物学 2024-11-11 Johanna Senk , Espen Hagen , Sacha J. van Albada , Markus Diesmann

Addiction is a major public health concern characterized by compulsive reward-seeking behavior. The excitatory glutamatergic signals from the hippocampus (HIP) to the Nucleus accumbens (NAc) mediate learned behavior in addiction. Limited…

信号处理 · 电气工程与系统科学 2025-02-24 AmirAli Kalbasi , Shole Jamali , Mahdi Aliyari Shoorehdeli , Alireza Behzadnia , Abbas Haghparast

Beta oscillations observed in motor cortical local field potentials (LFPs) recorded on separate electrodes of a multi-electrode array have been shown to exhibit non-zero phase shifts that organize into a planar wave propagation. Here, we…

神经元与认知 · 定量生物学 2018-03-28 Michael Denker , Lyuba Zehl , Bjørg E. Kilavik , Markus Diesmann , Thomas Brochier , Alexa Riehle , Sonja Grün

A common class of methods for analyzing of multivariate time series, stationary and nonstationary, decomposes the observed series into latent sources. Methods such as principal compoment analysis (PCA), independent component analysis (ICA)…

统计方法学 · 统计学 2019-12-02 Raanju Ragavendar Sundararajan , Ron D. Frostig , Hernando Ombao

Spontaneous oscillations measured by Local field potentials (LFPs), electroencephalograms and magnetoencephalograms exhibits variety of oscillations spanning frequency band ($1-100$ Hz) in animals and humans. Both instantaneous power and…

神经元与认知 · 定量生物学 2025-02-25 Rakesh Sengupta , P V Raja Shekar

A macaque monkey is trained to perform two different kinds of tasks, memory aided and visually aided. In each task, the monkey saccades to eight possible target locations. A classifier is proposed for direction decoding and task decoding…

统计方法学 · 统计学 2017-11-28 Taposh Banerjee , John Choi , Bijan Pesaran , Demba Ba , Vahid Tarokh

Extracellular local field potentials (LFP) are usually modeled as arising from a set of current sources embedded in a homogeneous extracellular medium. Although this formalism can successfully model several properties of LFPs, it does not…

生物物理 · 物理学 2016-08-16 Claude Bédard , Helmut Kröger , Alain Destexhe

The problem of the transformation of microscopic information to the macroscopic level is an intriguing challenge in computational neuroscience, but also of general mathematical importance. Here, a phenomenological mathematical model is…

泛函分析 · 数学 2009-06-19 Hamid Reza Noori

The main contribution to the local field potential (LFP) is thought to stem from synaptic input to neurons and the ensuing subthreshold dendritic processing. The role of active dendritic conductances in shaping the LFP has received little…

神经元与认知 · 定量生物学 2016-11-22 Torbjørn V Ness , Michiel W H Remme , Gaute T Einevoll
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