Language ERPs reflect learning through prediction error propagation

Autor: Hartmut Fitz, Franklin Chang
Rok vydání: 2019
Předmět:
Male
Linguistics and Language
PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Problem Solving
110 000 Neurocognition of Language
Computer science
PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Consciousness
Experimental and Cognitive Psychology
Language Development
050105 experimental psychology
Language in Interaction
03 medical and health sciences
0302 clinical medicine
PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Creativity
PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Reasoning
Artificial Intelligence
Event-related potential
PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Judgment and Decision Making
Developmental and Educational Psychology
Humans
Learning
0501 psychology and cognitive sciences
Subcategorization
Evoked Potentials
P600
PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Biases
Framing
and Heuristics

PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Attention
05 social sciences
PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Memory
Brain
PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Concepts and Categories
Language acquisition
PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Imagery
N400
bepress|Social and Behavioral Sciences|Psychology|Cognitive Psychology
Semantics
PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Language
Comprehension
PsyArXiv|Social and Behavioral Sciences
Language development
Neuropsychology and Physiological Psychology
bepress|Social and Behavioral Sciences
PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology
Female
030217 neurology & neurosurgery
Sentence
PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Learning
Cognitive psychology
Zdroj: Cognitive Psychology, 111, pp. 15-52
Cognitive Psychology
Cognitive Psychology, 111, 15-52
ISSN: 0010-0285
Popis: Event-related potentials (ERPs) provide a window into how the brain is processing language. Here, we propose a theory that argues that ERPs such as the N400 and P600 arise as side effects of an error-based learning mechanism that explains linguistic adaptation and language learning. We instantiated this theory in a connectionist model that can simulate data from three studies on the N400 (amplitude modulation by expectancy, contextual constraint, and sentence position), five studies on the P600 (agreement, tense, word category, subcategorization and garden-path sentences), and a study on the semantic P600 in role reversal anomalies. Since ERPs are learning signals, this account explains adaptation of ERP amplitude to within-experiment frequency manipulations and the way ERP effects are shaped by word predictability in earlier sentences. Moreover, it predicts that ERPs can change over language development. The model provides an account of the sensitivity of ERPs to expectation mismatch, the relative timing of the N400 and P600, the semantic nature of the N400, the syntactic nature of the P600, and the fact that ERPs can change with experience. This approach suggests that comprehension ERPs are related to sentence production and language acquisition mechanisms.
Databáze: OpenAIRE