Advanced materials for neurotechnology and computing

Through catastrophic forgetting mitigation in lifelong neural network medical diagnostics

catastrophic forgetting continual learning medical AI neural networks diagnostic systems

Leveraging magnetic skyrmion-based interconnects for high-density neuromorphic computing architectures

skyrmion interconnects neuromorphic computing spintronics non-volatile memory nanomagnetics

For next-generation smartphone integration of attojoule-energy regime neural network accelerators

attojoule computing neural networks smartphone integration edge AI energy-efficient hardware

Bridging current and next-gen AI through neuromorphic computing for edge devices

neuromorphic computing edge AI hardware acceleration energy efficiency machine learning

Enhancing protein stability and function through proteostasis network modulation in neurodegenerative diseases

proteostasis protein aggregation neurodegenerative diseases chaperone systems ubiquitin-proteasome pathway

Optimizing neural synchronization across synaptic time delays in brain-computer interfaces

synaptic delays neural synchronization brain-computer interfaces signal processing neuroprosthetics

Using art-inspired scientific approaches to design biohybrid neural networks

biohybrid systems neural networks generative art synthetic biology neuroengineering

Bridging current and next-gen AI with neuromorphic computing architectures

neuromorphic computing AI hardware next-gen algorithms brain-inspired design computational efficiency

With phase-change material synapses for neuromorphic computing efficiency

phase-change materials neuromorphic computing artificial synapses energy efficiency brain-inspired computing

Using 2D material heterostructures for ultra-low-power neuromorphic computing devices

2D materials heterostructures neuromorphic computing synaptic plasticity low-power electronics

With phase-change material synapses for neuromorphic computing systems

phase-change materials neuromorphic computing synaptic plasticity artificial intelligence memristors

Marrying psychedelic research with neural decoding to map serotonin receptor activation patterns

psychedelics neural decoding serotonin receptors fMRI neuropharmacology