Acquiring I/O Relationships of Systems by Using Insufficient Datasets and Its Application to Identification of Epileptogenic Focus

Abstract

This paper proposes a modified Self-Organizing Relationship (SOR) network which can acquire the I/O relationships of systems in parallel using the obtained data and interpolate the I/O relationships of the systems whose data are not obtained. The experimental results show that the proposed method can acquire the desirable I/O relationships of the systems. The proposed method was applied to the identification of epileptogenic focus.