Estimating inputs and an internal neuronal parameter from a single spike train

S Shinomoto, H Kim - … Conference of the IEEE Engineering in …, 2013 - ieeexplore.ieee.org
Because neurons are integrating input signals and translating them into timed output spikes,
examining spike timing may reveal information about inputs, such as population activities of …

Inferring nonstationary input activities from non-Poisson firing of a neuron

S Shinomoto - Neural Coding 2012, 2012 - biomed.cas.cz
The cerebral cortex has been classified according to the cytoarchitectonics, reflecting the
structure and organization of cortical tissue. The cytoarchitectonically divided areas were …

Estimating Nonstationary Inputs from Firing Rate and Non-Poisson Irregularity in a Single Spike Train

H Kim, S Shinomoto - Neural Coding 2012, 2012 - biomed.cas.cz
Each cortical neuron constantly receives spiking signals from thousands of other neurons.
The random arrival of several synaptic inputs results in uncorrelated fluctuations that can be …

[PDF][PDF] 神経コーディング様式の統計解析: Analog code 対Digital code

望月泰博 - 2016 - repository.kulib.kyoto-u.ac.jp
Neurons are the principal carrier of information in the brain [1–3]. More than one hundred
billion neurons are continuously exchanging information via neuronal discharges called …

[引用][C] Inferring mechanistic models of neuronal microcircuits from single-trial spike trains

J Ladenbauer, S Ostojic

[引用][C] Achilleas Koutsou

A Koutsou - 2015