AI and machine learning applications

Using affordance-based manipulation to improve robotic adaptability in unstructured environments

affordance-based manipulation robotics unstructured environments adaptive control object interaction

Via multi-modal embodiment to improve human-robot collaboration in hazardous environments

multi-modal embodiment human-robot collaboration hazardous environments robotics sensory integration

Through catastrophic forgetting mitigation in artificial neural networks for lifelong learning systems

catastrophic forgetting lifelong learning neural networks continual learning AI stability

Mitigating catastrophic forgetting in neural networks through dynamic architecture adaptation

catastrophic forgetting neural networks dynamic architecture continual learning AI adaptation

Through few-shot hypernetworks for rapid adaptation of CRISPR-Cas9 gene editing systems

few-shot learning hypernetworks CRISPR-Cas9 gene editing meta-learning

Synthesizing Sanskrit linguistics with neural network architectures for NLP optimization

computational linguistics Sanskrit NLP neural networks grammar optimization

Designing swarm robotics algorithms inspired by cephalopod collective behavior

swarm robotics cephalopod ethology underwater autonomy biomimetics emergent behavior

Advancements in non-invasive brain-computer interfaces for paralysis rehabilitation

brain-computer interface EEG neurorehabilitation robotic prosthetics neural decoding

Via multi-modal embodiment to improve human-robot collaboration in warehouses

multi-modal interfaces human-robot collaboration warehouse automation tactile feedback embodied AI

Using blockchain for supply chains to combat counterfeit pharmaceuticals in developing nations

blockchain pharmaceutical supply chains counterfeit drugs traceability developing nations

Decoding neural correlates of psychedelic experiences using high-density EEG recordings

psychedelics neural decoding EEG consciousness research neuropharmacology

With ferroelectric hafnium oxide for non-volatile memory in edge AI devices

ferroelectric memory hafnium oxide edge computing AI hardware non-volatile storage