Multiple states in ongoing neural activity in the rat visual cortex

被引:2
|
作者
Konno, Daichi [1 ,2 ]
Nishimoto, Shinji [3 ]
Suzuki, Takafumi [3 ]
Ikegaya, Yuji [1 ,3 ,4 ]
Matsumoto, Nobuyoshi [1 ]
机构
[1] Univ Tokyo, Grad Sch Pharmaceut Sci, Tokyo, Japan
[2] Univ Tokyo, Grad Sch Med, Tokyo, Japan
[3] Natl Inst Informat & Commun Technol, Ctr Informat & Neural Networks, Suita, Osaka, Japan
[4] Univ Tokyo, Inst AI & Beyond, Tokyo, Japan
来源
PLOS ONE | 2021年 / 16卷 / 08期
关键词
TO-TRIAL VARIABILITY; CORTICAL-NEURONS; LARGE-SCALE; DYNAMICS; NOISE; MODULATION; MECHANISMS; ECOG;
D O I
10.1371/journal.pone.0256791
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The brain continuously produces internal activity in the absence of afferently salient sensory input. Spontaneous neural activity is intrinsically defined by circuit structures and associated with the mode of information processing and behavioral responses. However, the spatiotemporal dynamics of spontaneous activity in the visual cortices of behaving animals remain almost elusive. Using a custom-made electrode array, we recorded 32-site electrocorticograms in the primary and secondary visual cortex of freely behaving rats and determined the propagation patterns of spontaneous neural activity. Nonlinear dimensionality reduction and unsupervised clustering revealed multiple discrete states of the activity patterns. The activity remained stable in one state and suddenly jumped to another state. The diversity and dynamics of the internally switching cortical states would imply flexibility of neural responses to various external inputs.
引用
收藏
页数:12
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