Original ResearchPublished 6 October 2026An attention-enhanced hybrid CNN-BiLSTM framework for multiclass epileptic seizure recognition using EEG signalsBobbinpreet Kaur · Sheenam Middha · Aleem Ali · Noman Khan · Reham Alhejaili · Ahmed H. AlmutairiFrontiers in Computational Neurosciencedoi 10.3389/fncom.2026.1949040
Original ResearchPublished 1 September 2026Montage-guided fusion network for long-term scalp electroencephalography seizure detectionHongtao Yin · Xin YinFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1942480
Original ResearchPublished 6 March 2026Equation-level parameterized fusion reformulation for multimodal epileptic seizure detection using interaction control and data-quality screeningAbdul-Mumin Khalid · Musah Sulemana · Iddrisu Wahab AbdulFrontiers in Signal Processingdoi 10.3389/frsip.2026.1745291