Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIs. - Mohammad Ali Shaeri; Arshia Afzal; Mahsa Shoaran (AICAS, 2022)

REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates. - Arshia Afzal; Grigorios Chrysos 002; Volkan Cevher; Mahsa Shoaran (ICML, 2024)

Linear Attention for Efficient Bidirectional Sequence Modeling. - Arshia Afzal; Elías Abad-Rocamora; Leyla Naz Candogan; Pol Puigdemont; Francesco Tonin; Yongtao Wu; Mahsa Shoaran; Volkan Cevher (CoRR, 2025)

MT-NAM: An Efficient and Adaptive Model for Epileptic Seizure Detection. - Arshia Afzal; Volkan Cevher; Mahsa Shoaran (CoRR, 2025)