Designing phase-change material synapses for neuromorphic computing with 50-year durability requirements
neuromorphic computing
phase-change materials
durability
artificial synapses
nanotechnology
Scaling neuromorphic computing through 3D monolithic integration of memristive arrays
in-memory computing
resistive RAM
wafer bonding
neural networks
Ultra-low-power spin-based computing using magnetic skyrmion-based interconnects
spintronics
chiral magnets
nanomagnetic logic
topological protection
Bridging current and next-gen AI through hybrid photonic-electronic tensor cores
optical computing
matrix multiplication
heterogeneous integration
analog AI
Mapping neural communication dynamics across axonal propagation delays in cortical networks
axonal propagation
neural delays
cortical networks
neurodynamics
brain connectivity
Employing ruthenium interconnects in next-generation neuromorphic computing architectures
neuromorphic computing
ruthenium interconnects
resistive switching
nanoelectronics
memristors
Bridging current and next-gen AI through neuromorphic computing for edge device intelligence
neuromorphic engineering
edge AI
hybrid neural networks
energy-efficient computing
hardware-software co-design
For robotic tactile intelligence using neuromorphic pressure-sensitive skin arrays
robotic skin
neuromorphic computing
tactile sensors
spiking neural networks
haptic feedback
Across synaptic time delays to model neural network learning inefficiencies
synaptic delays
neural networks
learning inefficiencies
artificial intelligence
neuroinformatics
Employing neuromorphic computing architectures for real-time wildfire prediction systems
neuromorphic computing
wildfire prediction
real-time analytics
spiking neural networks
environmental monitoring
Bridging current and next-gen AI through neuromorphic computing for real-time decision systems
neuromorphic computing
AI hybridization
real-time analytics
cognitive systems
energy-efficient algorithms
Across axonal propagation delays in neural networks for brain-computer interfaces
axonal propagation
neural delays
brain-computer interfaces
signal latency
neuroengineering