亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

How Grammar Conveys Meaning: Language-specific spatial encoding patterns and cross-language commonality in higher-order neural space

判决 语言学 语法 意义(存在) 计算机科学 自然语言处理 语法范畴 人工智能 心理语言学 相似性(几何) 心理学 认知 图像(数学) 名词 哲学 神经科学 心理治疗师
作者
Jing Wang,Hui Lin,Qing Cai
出处
期刊:The Journal of Neuroscience [Society for Neuroscience]
卷期号:43 (46): 7831-7841
标识
DOI:10.1523/jneurosci.0599-23.2023
摘要

Languages come in different forms but have shared meanings to convey. Some meanings are expressed by sentence structure and morphologic inflections rather than content words, such as indicating time frame using tense. This fMRI study investigates whether there is cross-language common representation of grammatical meanings that can be identified from neural signatures in the bilingual human brain. Based on the representations in intersentence neural similarity space, identifying grammatical construction of a sentence in one language by models trained on the other language resulted in reliable accuracy. By contrast, cross-language identification of grammatical construction by spatially matched activation patterns was only marginally accurate. Brain locations representing grammatical meaning in the two languages were interleaved in common regions bilaterally. The locations of voxels representing grammatical features in the second language were more varied across individuals than voxels representing the first language. These findings suggest grammatical meaning is represented by language-specific activation patterns, which is different from lexical semantics. Commonality of grammatical meaning is neurally reflected only in the interstimulus similarity space. SIGNIFICANCE STATEMENT Whether human brain encodes sentence-level meanings beyond content words in different languages similarly has been a long-standing question. We characterize the neural representations of similar grammatical meanings in different languages. Using complementary analytic approaches on fMRI data, we show that the same grammatical meaning is neurally represented as the common pattern of neural distances between sentences. The results suggest the possibility of identifying specific grammatical meaning expressed by different morphologic and syntactic implementations of different languages. The neural realization of grammatical meanings is constrained by the specific language being used, but the relationships between the neural representations of sentences are preserved across languages. These findings have some theoretical implications on a distinction between grammar and lexical meanings.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
小马甲应助缓慢的z采纳,获得10
1秒前
淡然海完成签到,获得积分10
25秒前
40秒前
41秒前
43秒前
tayuuu发布了新的文献求助10
50秒前
个性的冬亦完成签到,获得积分10
56秒前
59秒前
852应助李春宇采纳,获得10
1分钟前
1分钟前
loii应助科研通管家采纳,获得30
1分钟前
大个应助tayuuu采纳,获得10
1分钟前
whardon发布了新的文献求助10
1分钟前
平淡的忆梅完成签到,获得积分10
1分钟前
科研通AI6.4应助wqh采纳,获得10
2分钟前
2分钟前
2分钟前
郭喆发布了新的文献求助10
2分钟前
2分钟前
粗心的书竹完成签到,获得积分10
2分钟前
bzmcwk发布了新的文献求助10
2分钟前
2分钟前
Akim应助123456789采纳,获得10
3分钟前
3分钟前
3分钟前
tayuuu发布了新的文献求助10
3分钟前
roetfff发布了新的文献求助10
3分钟前
3分钟前
3分钟前
自觉的孤兰完成签到,获得积分10
3分钟前
Boro发布了新的文献求助10
3分钟前
3分钟前
whardon完成签到,获得积分10
3分钟前
SciGPT应助roetfff采纳,获得10
3分钟前
3分钟前
冷静雪枫发布了新的文献求助10
4分钟前
冷静雪枫完成签到,获得积分10
4分钟前
4分钟前
正直盼秋完成签到,获得积分10
4分钟前
JEREMIAH完成签到,获得积分10
4分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Autoparametric Resonance in Mechanical Systems 1000
Effects of Two Weeks of Red Light Therapy on Choroidal Thickness and Axial Length in Young Adults 700
Cosmos as Art Object: Studies in Plato's Timaeus and Other Dialogues 600
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
the fractional Laplacian 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7667614
求助须知:如何正确求助?哪些是违规求助? 9236657
关于积分的说明 19880666
捐赠科研通 7236964
什么是DOI,文献DOI怎么找? 3283987
关于科研通互助平台的介绍 2442832
邀请新用户注册赠送积分活动 2285490