猕猴
预测编码
感觉系统
视皮层
神经科学
心理学
感觉皮层
脑电图
均方预测误差
局部场电位
刺激(心理学)
编码(社会科学)
认知心理学
计算机科学
机器学习
数学
统计
作者
Selina S. Solomon,Hua Tang,Elyse Sussman,Adam Kohn
出处
期刊:Cerebral Cortex
[Oxford University Press]
日期:2021-03-04
卷期号:31 (6): 3136-3152
被引量:25
标识
DOI:10.1093/cercor/bhab014
摘要
A recent formulation of predictive coding theory proposes that a subset of neurons in each cortical area encodes sensory prediction errors, the difference between predictions relayed from higher cortex and the sensory input. Here, we test for evidence of prediction error responses in spiking responses and local field potentials (LFP) recorded in primary visual cortex and area V4 of macaque monkeys, and in complementary electroencephalographic (EEG) scalp recordings in human participants. We presented a fixed sequence of visual stimuli on most trials, and violated the expected ordering on a small subset of trials. Under predictive coding theory, pattern-violating stimuli should trigger robust prediction errors, but we found that spiking, LFP and EEG responses to expected and pattern-violating stimuli were nearly identical. Our results challenge the assertion that a fundamental computational motif in sensory cortex is to signal prediction errors, at least those based on predictions derived from temporal patterns of visual stimulation.
科研通智能强力驱动
Strongly Powered by AbleSci AI