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  An open-source high-speed infrared videography database to study the principles of active sensing in freely navigating rodents

Azarfar, A., Zhang, Y., Alishbayli, A., Miceli, S., Kepser, L., van der Wielen, D., van de Moosdijk, M., Homberg, J., Schubert, D., Proville, R., & Celikel, T. (2018). An open-source high-speed infrared videography database to study the principles of active sensing in freely navigating rodents. GigaScience, 7(12):. doi:10.1093/gigascience/giy134.

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アイテムのパーマリンク: https://hdl.handle.net/21.11116/0000-0004-40DD-B 版のパーマリンク: https://hdl.handle.net/21.11116/0000-0007-8E90-6
資料種別: 学術論文

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URL:
https://academic.oup.com/gigascience/article/7/12/giy134/5168870 (出版社版)
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作成者

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 作成者:
Azarfar, Alireza1, 著者
Zhang, Yiping1, 著者
Alishbayli, Artoghrul1, 著者
Miceli, Stephanie1, 2, 著者
Kepser, Lara1, 著者
van der Wielen, Daan1, 著者
van de Moosdijk, Mike1, 著者
Homberg, Judith1, 著者
Schubert, Dirk1, 著者
Proville, Remi1, 著者
Celikel, Tansu1, 著者
所属:
1External Organizations, ou_persistent22              
2Max Planck Research Group Neural Circuits, Center of Advanced European Studies and Research (caesar), Max Planck Society, Ludwig-Erhard-Allee 2, 53175 Bonn, DE, ou_2237639              

内容説明

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キーワード: -
 要旨: Background

Active sensing is crucial for navigation. It is characterized by self-generated motor action controlling the accessibility and processing of sensory information. In rodents, active sensing is commonly studied in the whisker system. As rats and mice modulate their whisking contextually, they employ frequency and amplitude modulation. Understanding the development, mechanisms, and plasticity of adaptive motor control will require precise behavioral measurements of whisker position.
Findings

Advances in high-speed videography and analytical methods now permit collection and systematic analysis of large datasets. Here, we provide 6,642 videos as freely moving juvenile (third to fourth postnatal week) and adult rodents explore a stationary object on the gap-crossing task. The dataset includes sensory exploration with single- or multi-whiskers in wild-type animals, serotonin transporter knockout rats, rats received pharmacological intervention targeting serotonergic signaling. The dataset includes varying background illumination conditions and signal-to-noise ratios (SNRs), ranging from homogenous/high contrast to non-homogenous/low contrast. A subset of videos has been whisker and nose tracked and are provided as reference for image processing algorithms.
Conclusions

The recorded behavioral data can be directly used to study development of sensorimotor computation, top-down mechanisms that control sensory navigation and whisker position, and cross-species comparison of active sensing. It could also help to address contextual modulation of active sensing during touch-induced whisking in head-fixed vs freely behaving animals. Finally, it provides the necessary data for machine learning approaches for automated analysis of sensory and motion parameters across a wide variety of signal-to-noise ratios with accompanying human observer-determined ground-truth.

資料詳細

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言語: eng - English
 日付: 2018-11-10
 出版の状態: 出版
 ページ: -
 出版情報: -
 目次: -
 査読: 査読あり
 識別子（DOI, ISBNなど）: ISI: 000456736100003
DOI: 10.1093/gigascience/giy134
 学位: -

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出版物 1

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出版物名: GigaScience
  省略形 : Gigascience
種別: 学術雑誌
 著者・編者:
所属:
出版社, 出版地: London : BioMed Central
ページ: - 巻号: 7 (12) 通巻号: giy134 開始・終了ページ: - 識別子（ISBN, ISSN, DOIなど）: ISSN: 2047-217X
CoNE: https://pure.mpg.de/cone/journals/resource/2047-217X