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

Mitigating catastrophic forgetting in neural networks for lifelong robotic learning

catastrophic forgetting lifelong learning robotics neural networks memory consolidation

Multimodal fusion architectures for autonomous robotic swarm decision-making

swarm robotics sensor fusion autonomous systems machine learning multimodal perception

Using plasma membrane repair mechanisms to combat neurodegenerative protein aggregation

membrane repair neurodegeneration protein aggregation lipid bilayers therapeutic targets

Through few-shot hypernetworks for rapid adaptation in robotic grasping tasks

few-shot learning hypernetworks robotic grasping adaptive control machine learning

Employing neuromorphic computing architectures for real-time adaptive robotic control systems

neuromorphic engineering adaptive robotics real-time processing spiking neural networks autonomous systems

Bridging fundamental and applied research in femtoliter volumes for single-cell metabolomics

microfluidics single-cell analysis metabolomics nanodroplets high-throughput screening

Optimizing axonal propagation delays through myelination patterns in neurodegenerative diseases

axonal propagation myelination neurodegenerative diseases signal delay oligodendrocytes

Exploring gut-brain axis modulation through probiotic strain optimization for mental health

probiotics gut-brain axis mental health neurotransmitter microbiome

For robotic tactile intelligence in subterranean exploration via geophysical feedback loops

vibrotactile mapping borehole navigation granular flow sensing proprioceptive AI

Enhancing robotic dexterity through few-shot hypernetworks for adaptive grasping

robotics hypernetworks adaptive grasping few-shot learning manipulation

Targeting protein misfolding in neurodegenerative diseases via photoredox chemistry

protein misfolding photoredox neurodegeneration tauopathy alpha-synuclein

Through femtosecond laser ablation to create ultra-precise neural interfaces for brain-computer integration

femtosecond laser neural interfaces brain-computer integration precision engineering neurotechnology