Theses: Recent submissions
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Spiking Synchrony as a Learning Signal for Spiking Neural Networks
Published 2026Spiking neural networks promise high energy efficiency, yet training deep SNNs with timing-based local rules remains unstable and hard to scale. This thesis proposes SSDP, a population-level learning rule that strengthens ...Open AccessThesis -
Developing and evaluating a vermiliquer food-waste based hydroponic fertiliser derived from household waste
Published 2026Increases in climate variability, urban sprawl, and populations around the world have resulted in a global call-to-action in the development of sustainable, robust methods to challenge food insecurity. This thesis investigates ...Open AccessThesis -
Blending Embodied Interactions Across Heterogeneous Contexts
Published 2026Blended realities–an emerging subset of mixed reality (MR) systems–enable embodied, non-verbal interaction across physically distributed environments by deliberately integrating physical and digital spaces to support ...Open AccessThesis -
Trustworthy Machine Learning under Distribution Shifts
Published 2026Machine Learning has been a foundational topic in artificial intelligence, providing both theoretical groundwork and practical tools for its exciting advancements. From ResNet for visual recognition to Transformer for ...Open AccessThesis -
Data-efficient Visual Recognition and Localization
Published 2026Over the past decade, computer vision has progressed from visual understanding to visual generation. Visual understanding extracts semantic and geometric information from images and videos and supports applications such ...Open AccessThesis