Computational Neuroethology: A Call to Action

被引:233
作者
Datta, Sandeep Robert [5 ]
Anderson, David J. [1 ,2 ,3 ]
Branson, Kristin [4 ]
Perona, Pietro [8 ]
Leifer, Andrew [6 ,7 ]
机构
[1] CALTECH, Div Biol & Biol Engn 156 29, Pasadena, CA 91125 USA
[2] Howard Hughes Med Inst, Pasadena, CA 91125 USA
[3] CALTECH, Tianqiao & Chrissy Chen Inst Neurosci, Pasadena, CA 91125 USA
[4] Howard Hughes Med Inst, Janelia Res Campus, Ashburn, VA 20147 USA
[5] Harvard Med Sch, Dept Neurobiol, Boston, MA 02115 USA
[6] Princeton Univ, Dept Phys, Princeton, NJ 08544 USA
[7] Princeton Univ, Princeton Neurosci Inst, Princeton, NJ 08544 USA
[8] CALTECH, Div Engn & Appl Sci 136 93, Pasadena, CA 91125 USA
基金
美国国家科学基金会;
关键词
DIMENSIONALITY REDUCTION; CELLULAR RESOLUTION; SOCIAL-BEHAVIOR; VIDEO TRACKING; SYSTEM; DYNAMICS; NEURONS; ETHOLOGY; TOOL; ORGANIZATION;
D O I
10.1016/j.neuron.2019.09.038
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The brain is worthy of study because if is in charge of behavior A flurry of recent technical advances in measuring and quantifying naturalistic behaviors provide an important opportunity for advancing brain science. However, the problem of understanding unrestrained behavior in the context of neural recordings and manipulations remains unsolved, and developing approaches to addressing this challenge is critical. Here we discuss considerations in computational neuroethology-the science of quantifying naturalistic behaviors for understanding the brain-and propose strategies to evaluate progress. We point to open questions that require resolution and call upon the broader systems neuroscience community to further develop and leverage measures of naturalistic, unrestrained behavior, which v ill enable us to more effectively probe the richness and complexity of the brain.
引用
收藏
页码:11 / 24
页数:14
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