caa a22 4500 445294949 CHVBK 20180317142539.0 cr unu---uuuuu 170323e20101201xx s 000 0 eng 10.1007/s11571-010-9115-z doi (NATIONALLICENCE)springer-10.1007/s11571-010-9115-z Osborn Graham 121 S Fremont Ave, Apt 305, 21201, Baltimore, MD, USA aut A Kalman filtering approach to the representation of kinematic quantities by the hippocampal-entorhinal complex [Elektronische Daten] [Graham Osborn] Several regions of the brain which represent kinematic quantities are grouped under a single state-estimator framework. A theoretic effort is made to predict the activity of each cell population as a function of time using a simple state estimator (the Kalman filter). Three brain regions are considered in detail: the parietal cortex (reaching cells), the hippocampus (place cells and head-direction cells), and the entorhinal cortex (grid cells). For the reaching cell and place cell examples, we compute the perceived probability distributions of objects in the environment as a function of the observations. For the grid cell example, we show that the elastic behavior of the grids observed in experiments arises naturally from the Kalman filter. To our knowledge, the application of a tensor Kalman filter to grid cells is completely novel. Springer Science+Business Media B.V., 2010 Hippocampus nationallicence Place cell nationallicence Entorhinal nationallicence Grid cell nationallicence State estimation nationallicence Kalman filter nationallicence Cognitive Neurodynamics Springer Netherlands 4/4(2010-12-01), 315-335 1871-4080 4:4<315 2010 4 11571 https://doi.org/10.1007/s11571-010-9115-z text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s11571-010-9115-z text/html Onlinezugriff via DOI NATIONALLICENCE 100 1- Osborn Graham 121 S Fremont Ave, Apt 305, 21201, Baltimore, MD, USA aut NATIONALLICENCE 773 0- Cognitive Neurodynamics Springer Netherlands 4/4(2010-12-01), 315-335 1871-4080 4:4<315 2010 4 11571 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer