CORTEXA
← Browse

Zhifan Song

2 papers indexed

arxivcs.AR2026-07-27

A Heterogeneous Neural Network Accelerator for End-to-End Multitask RF Signal Recognition

Zhifan Song, Haralampos-G. Stratigopoulos, Hassan Aboushady

This paper presents a heterogeneous neural network accelerator for multi-task RF signal recognition, supporting automatic modulation recognition (AMR), hardware-Trojan covert channel (HT-CC) detection, and GNSS jamming classification. We introduce a compact attention-enhanced con…

View free PDFSource page
arxivcs.LGcs.AI2026-06-30

Edge-Efficient Transformer for End-to-End RF Spectrum Monitoring

Zhifan Song, Haralampos-G. Stratigopoulos, Hassan Aboushady

We present E-SpecFormer (Edge Spectrum monitoring Transformer) for end-to-end automatic modulation and covert channel (CC) recognition. We introduce LiTAN (Linear Tanh Attention Network), a Softmax- and LayerNorm-free attention mechanism that reduces complexity while increasing a…

View free PDFSource page