AI and machine learning applications

Ferroelectric hafnium oxide-based neuromorphic computing for low-energy AI systems

ferroelectric hafnium oxide neuromorphic computing AI systems low-energy chips memory devices

Dynamic token routing for decentralized networks across multiverse hypotheses

tokenomics multiverse theory decentralized networks adaptive routing quantum blockchain

For sparse mixture-of-experts models, optimizing dynamic computation routing in neural networks

mixture-of-experts neural networks dynamic routing sparse computation machine learning

Enhancing robotic tactile intelligence through bio-inspired multimodal sensor arrays

robotic haptics multimodal sensing bio-inspired design tactile feedback adaptive grippers

Developing phase-change material synapses for neurosymbolic integration in AI

phase-change materials neurosymbolic AI neuromorphic computing memory devices cognitive architectures

Using art-inspired scientific approaches to model neural network creativity in AI systems

neural networks creativity abstract art AI adaptation generative models

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

self-supervised learning robotics skill acquisition unstructured environments adaptive training

Marrying ethology with swarm robotics to engineer emergent collective behaviors in synthetic systems

ethology swarm robotics emergent behavior synthetic systems collective intelligence

Targeting cellular senescence with few-shot hypernetworks for personalized age-related disease treatment

cellular senescence hypernetworks aging therapeutics personalized medicine few-shot learning

Decoding neural correlates of psychedelic experiences using fMRI and EEG fusion

psychedelics neural decoding fMRI-EEG fusion consciousness neuropharmacology

Optimizing sparse mixture-of-experts models for real-time edge AI applications

sparse MoE edge computing neural efficiency dynamic routing on-device AI

Optimizing 3D monolithic integration for next-generation AI accelerator chips

heterogeneous integration wafer bonding deep learning accelerators thermal management TSV interconnects