Research

Research Contents

Development of base technology for neural-symbolic learning inference

Objective

As a base technology required in the neural-symbolic learning inference process, a technology for extracting symbolic knowledge from a neural network model, an inferring technology by internalizing external symbolic knowledge in a neural network, and a module for performing the roles are targeted to develop in this research.

  • Konkuk university

    Development of symbolic knowledge extraction technology by inductive learning in neural network model

  • KAIST, Wisenut

    Technology that extracts knowledge through end-to-end learning without the provision of prior knowledge

  • Korea university

    Technology to internalize external symbolic knowledge in a form that can be processed by neural networks

  • Sungkyunkwan university, Sogang university

    Execution of deep learning training with little training data from external symbolic knowledge