Online Learning Extreme Learning Machine with Low-Complexity Predictive Plasticity Rule and FPGA Implementation

Zhenya Zang, Xingda Li, David Day Uei Li

We propose a simplified, biologically inspired predictive local learning rule that eliminates the need for global backpropagation in conventional neural networks and membrane integ…