Habituation detection with Allen-Cahn boundary generation
Takamasa Koshizen, Motohri Kon, Carson Raynolds, Kazuyuki Aihara · International Journal of Advanced Intelligence Paradigms · 2009
We describe a new habituation system that makes use of Partial Differential Equations (PDEs) to deal with time-inconsistent patterns. With respect to our detection system, the Allen-Cahn (AC) equation is used to model a boundary which evolves over time. As a result, the AC could outperform the traditional techniques even real-world dataset. Thus, it leads to a boundary computation for robust detection system.