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Conference Aug 2026

Uncertainty Aware Multimodal Framework for Fine-Grained Human Emotion Grading

Human emotion analysis is central to applications such as healthcare monitoring, human–computer interaction, education, and intelligent decision support systems. Existing emotion recognition approaches largely classify emotions into discrete categories rather than estimating fine-grained intensity levels, and typically...

Praveen Kulkarni, B. Maram, Sai Babu Veesam et al. · 0 citations
Conference Aug 2026

Spiking Neural Networks and Temporal Transformers for Real-Time Seizure Prediction and Cognitive Brain-Computer Interfaces

Prediction of epileptic seizures using Electroencephalography (EEG) is an important research area, as it can provide early warning and enhance patient safety in neurological healthcare. Deep learning models such as Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Vision Transformers and Spiking N...

P. Sujatha, C. Rekha, P. Naresh et al. · 0 citations

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