Here, we report that different types of deep neural network modules may well process different kinds of features and that the integration of these submodules will show power on the representation and classification of neuron types. For SWC-format data, which are compressed but unstructured, we ...
The primary sensory system requires the integrated function of multiple cell types, although its full complexity remains unclear. We used comprehensive transcriptome analysis of 622 single mouse neurons to classify them in an unbiased manner, independent of any a priori knowledge of sensory subtypes. ...
Unbiased classification of sensory neuron types by large-scale single-cell rna sequencing. Nature neuroscience, 2014.Usoskin D, Furlan A, Islam S, Abdo H, Lonnerberg P, Lou D, Hjerling-Leffler J, Haeggstrom J, 610 Kharchenko O, Kharchenko P V, Linnarsson S, Ernfors P (2014) Unbiased ...
the classification of neurones, it is proposed, is to base the classification on as many features of the cells as possible, and to regard the classification as an hypothesis, subject to testing and modification by experience, about the "functional niches" occupied by the cell types distinguished...
It is important to additionally note that neuronal classification can vary based on transcriptomics, physiology and other factors (detailed information on approximately 200 different cell types can be found at http://celltypplymouthes.brain-map.org). The spatial expression and the characteristics of ...
In these investigations, special attention was paid to cytoplasmic and nuclear characteristics in order to elucidate the ratio of GCR-/I-neurons (13:1) and the internal dLGN topography. It is still discussed if the described cytological features can be taken as basis for the classification of ...
Neurotransmitter | Function, Types & Examples from Chapter 2/ Lesson 3 130K Define neurons and neurotransmitters. Learn the function and examples of neurotransmitters. Also learn about the types and classification of neurotransmitters. Related to this Question ...
The neuron classification problem A systematic account of neuron cell types is a basic prerequisite for determining the vertebrate nervous system global wiring diagram. With comprehensive l... M Bota,LW Swanson - 《Brain Research Reviews》 被引量: 112发表: 2007年 Simplified spiking neural network ...
Unbiased classification of sensory neuron types by large-scale single-cell RNA sequencing. Nat Neurosci 2015; 18:145–153. Article CAS Google Scholar Langfelder P, Horvath S . WGCNA: an R package for weighted correlation network analysis. BMC Bioinformatics 2008; 9:559. Article Google Scholar ...
Given these case studies, we pursued a statistical investigation of the behavior of different neuron types in response to tFUS and sham conditions, across multiple levels of PRFs. We compiled all single unit activities during the sonication period (i.e., UD) of 67 ms recorded from the rat...