Jul 2026
Enhancing spiking transformers with temporal feedback coding and global-local dynamic neurons.
This work introduces a Temporal Feedback Coding (TFC) scheme that leverages feedback at the encoding stage to diversify spike patterns and designs a Global-Local Dynamic LIF (GLD-LIF) neuron that enhances cross-step dependency modeling by integrating local aggregation and global initialization.
Zeqi Zheng, Zizheng Zhu, Yingchao Yu et al.
· Neural Networks · 0 citations