3 papers
cs.AR2026
ITP-STDP: An Intrinsic-Timing Power-of-Two Learning Engine for On-Chip SNN Training
Haihang Xia, Xinyu Zhao, Xuecheng Wang +5
Spiking neural networks (SNNs) have the potential to emerge as the third generation of neural networks and have attracted increasing attention across a wide range of applications.…
cs.AR2025
VeriPy -- A New Python-Based Approach for SDR Pipelined/Unrolled Hardware Accelerator Generation
Yuqin Zhao, Linghui Ye, Haihang Xia +2
Software-defined radio (SDR) plays an important role in the communication field by providing a flexible and customized communication system for different purposes according to the…
cs.AR2025
NLS: Natural-Level Synthesis for Hardware Implementation Through GenAI
Kaiyuan Yang, Huang Ouyang, Xinyi Wang +6
This paper introduces Natural-Level Synthesis, an innovative approach for generating hardware using generative artificial intelligence on both the system level and component-level.…