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.
