Bio-inspired and bio-integrated systems for medical and robotics

Using affordance-based manipulation for adaptive robotic grasping in unstructured environments

robotic grasping affordance theory unstructured environments adaptive control computer vision

Optimizing viral vector engineering for targeted gene therapy in neurodegenerative disorders

viral vectors gene therapy blood-brain barrier AAV neurodegenerative diseases

Via self-supervised curriculum learning to accelerate robotic skill acquisition in unstructured environments

self-supervised learning robotics skill acquisition unstructured environments adaptive training

Investigating synaptic vesicle recycling dynamics during high-frequency neuronal firing

synaptic plasticity vesicle endocytosis neurotransmission presynaptic terminals exocytosis

Through catastrophic forgetting mitigation to enhance lifelong learning in AI agents

catastrophic forgetting lifelong learning neural networks AI adaptability memory retention

Using carbon nanotube vias in 3D-printed neural implants for enhanced biocompatibility

carbon nanotubes neural implants 3D printing biocompatibility brain-machine interfaces

Using microbiome rejuvenation to combat antibiotic-resistant bacterial infections in gut flora

microbiome rejuvenation antibiotic resistance gut flora bacterial competition probiotic therapy

Enhancing few-shot learning through hypernetworks for rapid model adaptation in robotics

hypernetworks few-shot learning robotics model adaptation meta-learning

Enhancing collaborative robot cells with adaptive AI for dynamic manufacturing environments

collaborative robots adaptive AI smart manufacturing industrial automation human-robot interaction

Through 3D monolithic integration of photonic and electronic neural networks

3D integration photonic computing neural networks monolithic chips neuromorphic engineering

Employing neuromorphic computing architectures for real-time adaptive control of collaborative robot cells

neuromorphic computing collaborative robotics adaptive control industrial automation neural networks

For robotic tactile intelligence using currently available materials

robotics tactile sensors material science artificial intelligence haptic feedback