IEEE

AI-Driven Inverse Antenna Design in UWB Band: Embedding Forward Consistency Into Deep Learning Architectures

Abstract: This work presents a deep learning-based inverse design framework for rapid prototyping of fork antennas operating within the ultrawideband (UWB) frequency. By integrating a pretrained ...
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 ...