AI and machine learning applications

Upgrading 1990s medical imaging technologies with AI-driven reconstruction algorithms

AI medical imaging image reconstruction legacy systems diagnostics

Sim-to-real transfer for autonomous underwater vehicle navigation in turbulent flows

sim-to-real transfer autonomous underwater vehicles turbulent flows hydrodynamic modeling machine learning

Designing bio-inspired swarm robots for deep-sea exploration using ethological principles

biomimetics swarm robotics deep-sea exploration ethology autonomous systems

Across synaptic time delays for improving spiking neural network robustness in edge AI

spiking neural networks synaptic delays edge AI neuromorphic engineering fault tolerance

In deep brain stimulation with closed-loop neural decoding for Parkinson's disease

deep brain stimulation Parkinson's disease neural decoding closed-loop systems neurotechnology

Optimizing few-shot machine learning with dynamic attention routing in hypernetworks

few-shot learning hypernetworks dynamic routing meta-learning neural architecture

Synthesizing algebraic geometry with neural networks to improve topological data analysis

algebraic geometry neural networks topological data analysis machine learning mathematical modeling

Through catastrophic forgetting mitigation to enhance lifelong learning in artificial intelligence systems

catastrophic forgetting lifelong learning artificial intelligence neural networks continual learning

Synthesizing algebraic geometry with neural networks for topological data analysis

algebraic geometry neural networks topology machine learning manifolds

Synthesizing algebraic geometry with neural networks for advanced image recognition

algebraic geometry neural networks image recognition mathematical modeling machine learning

Via proprioceptive feedback loops to enhance human-robot collaboration in surgery

proprioceptive feedback surgical robotics human-robot interaction medical technology haptic systems

Neuromorphic computing architectures for real-time gravitational wave detection

neuromorphic engineering gravitational waves spiking neural networks LIGO edge computing