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Open access Sep 2026

StressNet: Neuromorphic multimodal stress recognition from wearable physiological signals

Continuous, real-time monitoring of psychological stress is becoming increasingly important in digital health and remote patient-monitoring systems. However, deploying always-on stress-monitoring models on consumer wearable devices remains challenging because of their limited computational resources and microjoule-...

M. Sajid, N. Aburaed, R. Maskeliūnas · 0 citations
Open access Sep 2026

ConvSNN: an energy-efficient hybrid convolutional-spiking neural network for wrist-worn stress and affective state recognition

Continuous stress monitoring on wrist-worn devices matters for real-time affective computing, digital health, and personalized well-being, yet it remains difficult because a wearable model must operate with few sensors, little compute, and a tight energy budget. Chest-mounted systems can draw on high signal-to-nois...

M. Sajid, N. Aburaed, R. Maskeliūnas · 0 citations
Open access Aug 2026

EnviroSpect-guided ConvMixer–ViT framework for environment-robust potato leaf disease detection

A hybrid deep learning framework that couples ConvMixer, for localized lesionscale feature extraction, with a Vision Transformer, for modeling long-range spatial dependencies, and offers a transferable foundation that could be extended toward scalable, environment-robust plant-disease monitoring in other crops and agri...

A. Sharif, Mudassir Khalil, M. Sajid et al. · 0 citations

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