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Investigating language with multi-voxel pattern analysis

Investigating language with multi-voxel pattern analysis
通过多体素模式分析研究语言
批准号:
7879297
负责人:
Matthew M Botvinick
金额:
$33.23万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2007
资助国家:
美国
项目状态:
已结题
起止时间:
2007-06-15 至 2012-05-31

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中文摘要
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英文摘要
DESCRIPTION (provided by applicant): We aim to apply an important new functional neuroimaging technique, known as multi-voxel pattern analysis, to the study of phonological processing. Multi-voxel pattern analysis focuses on distributed patterns of brain activation, as measured with functional magnetic resonance imaging (fMRI), applying pattern analytic techniques to determine the information these patterns may carry. Applications of the technique to visual processing have produced dramatic results, allowing surprisingly fine-grained discriminations among cortical states, and accessing the similarity structure of distributed neural representations. Our preliminary research indicates that multi-voxel pattern analysis may also represent a powerful tool for studying the neural basis of language, affording access to item-specific phonological representations and their similarity relations. The objective of the proposed work is to apply our established approach to several key issues concerning phonological processing. First, we aim to address the question of where phonemes are represented, seeking to confirm the role of several cortical regions in representing phonological information. Within these areas, we propose to investigate how phonemes are represented, examining the similarity structure of phonological representations and relating this to the acoustic and articulatory features of individual phonemes. This portion of the work will also investigate the neural correlates of categorical structure and voice-face integration in phoneme perception, and test for context-sensitivity in phoneme representation. A second major goal of the project is to use multi-voxel pattern analysis to investigate the neural representation of phonology in populations displaying deficits in phonological processing, and in particular among individuals with developmental dyslexia. A final aim is to track experience-induced changes in cortical representations of phonology, in both normal and dyslexic individuals. The proposed research is intended to shed light on basic aspects of normal and disordered language processing, as well as to pioneer the application of new methods for studying the neural basis of language.
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The intrinsic cost of cognitive control: Neural foundations and behavioral impact
  • 批准号:
    8727104
  • 项目类别:
  • 资助金额:
    $36.25万
  • 财政年份:
    2012
  • 负责人:
    Matthew M Botvinick
  • 依托单位:
The intrinsic cost of cognitive control: Neural foundations and behavioral impact
  • 批准号:
    8547105
  • 项目类别:
  • 资助金额:
    $34.92万
  • 财政年份:
    2012
  • 负责人:
    Matthew M Botvinick
  • 依托单位:
The intrinsic cost of cognitive control: Neural foundations and implications for
  • 批准号:
    8412898
  • 项目类别:
  • 资助金额:
    $35.19万
  • 财政年份:
    2012
  • 负责人:
    Matthew M Botvinick
  • 依托单位:
Investigating language with multi-voxel pattern analysis
  • 批准号:
    8075008
  • 项目类别:
  • 资助金额:
    $32.85万
  • 财政年份:
    2007
  • 负责人:
    Matthew M Botvinick
  • 依托单位:
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