operation and design cognitive systems. Large-scale and biophysically plausible BNN
modeling requires solving multiple-terms, coupled and non-linear differential equations,
making simulation computationally complex and memory intensive. This paper presents an
adaptive simulation methodology in which neurons in the region of interest (ROI) follow high
biological accurate models while the other neurons follow computation friendly models. To …