IEEE

Fuzzy Logic Driven Kernel ELM Model with Gaussian Activation Function for Accurate Wind Forecasting

Abstract: This paper presents a hybrid forecasting model that integrates fuzzy logic with a Gaussian kernel–based methodology, in which Gaussian Membership Functions (GMFs) are utilized as activation ...
IEEE

A 83.7% Resource Reduced FPGA-based Wired-Logic DNN Processor by Using Mixed-Precision Module Embedding Into Non-Linear Function LUT

Abstract: Wired-logic processor architecture is a promising technology for energy-efficient FPGA-based DNN processors by eliminating power-intensive DRAM/BRAM accesses. A key challenge of wired-logic ...