Interactive natural language acquisition in a multi-modal recurrent neural architecture

  title={Interactive natural language acquisition in a multi-modal recurrent neural architecture},
  author={S. Heinrich and S. Wermter},
  journal={Connection Science},
  pages={133 - 99}
  • S. Heinrich, S. Wermter
  • Published 2018
  • Computer Science, Biology
  • Connection Science
  • ABSTRACT For the complex human brain that enables us to communicate in natural language, we gathered good understandings of principles underlying language acquisition and processing, knowledge about sociocultural conditions, and insights into activity patterns in the brain. However, we were not yet able to understand the behavioural and mechanistic characteristics for natural language and how mechanisms in the brain allow to acquire and process language. In bridging the insights from… CONTINUE READING

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    Publications referenced by this paper.
    Sequence to Sequence Learning with Neural Networks
    • 10,453
    • Open Access
    A theory of cortical responses
    • 2,535
    • Open Access
    Long-term recurrent convolutional networks for visual recognition and description
    • 3,181
    • Open Access
    A Computational Approach to Edge Detection
    • 25,681
    • Open Access
    The cortical organization of speech processing
    • 3,267
    • Open Access
    Mean Shift: A Robust Approach Toward Feature Space Analysis
    • 10,679
    • Open Access
    Natural speech reveals the semantic maps that tile human cerebral cortex
    • 594
    • Open Access
    Grounded cognition.
    • 2,639
    • Open Access
    Time-locked multiregional retroactivation: A systems-level proposal for the neural substrates of recall and recognition
    • 1,390
    • Open Access