Haihang Xia

I am a PhD researcher focusing on digital integrated circuit design for AI accelerators, with particular interests in neuromorphic computing, AI algorithms and applications.

Research interests:

  • Network on Chip design and FPGA/ASIC implementations
  • Spiking neural networks and neuromorphic computing
  • Convolutional neural networks and Graph neural network
  • AI algorithms and applications

Recent work:

  • The design and implementation of neuron models and learning algorithm using hardware-efficient approximate computing method for SNNs. “IEEE TCAS1”,”IEEE SOCC 2025
  • Motor rotor fault diagnosis using CNNs and SNNs. “IEEE SDEMPED 2025

Related results have been published in IEEE journals and conferences.