Enhancing neural network efficiency with dynamic token routing in neuromorphic computing
neuromorphic computing
dynamic routing
energy efficiency
neural networks
token-based processing
Through catastrophic forgetting mitigation in lifelong learning neural networks
catastrophic forgetting
lifelong learning
neural networks
memory retention
incremental training
Phase-change material synapses for neuromorphic drones employing self-supervised curriculum learning
neuromorphic computing
phase-change materials
drones
curriculum learning
autonomous navigation
Harnessing Josephson junction dynamics for ultra-low-power superconducting neuromorphic computing
Josephson junctions
neuromorphic computing
superconductivity
quantum phenomena
low-power electronics
Mitigating catastrophic forgetting in neural networks through dynamic architecture expansion
catastrophic forgetting
neural networks
dynamic architecture
continual learning
AI stability
Bridging current and next-gen AI through neuromorphic photonic computing architectures
neuromorphic computing
photonic AI
spiking neural networks
hybrid systems
energy efficiency
For exascale system integration with bio-inspired neural network architectures
exascale computing
neuromorphic engineering
neural networks
system integration
bio-inspired design
Advancing robotic tactile intelligence through neuromorphic pressure sensor arrays
tactile sensors
neuromorphic engineering
robotics
haptic feedback
pressure mapping
Bridging current and next-gen AI via hybrid neurosymbolic reasoning architectures
neurosymbolic AI
hybrid systems
explainable AI
knowledge representation
reasoning engines
Topological insulator spintronics for low-power neuromorphic computing architectures
spintronics
neuromorphic computing
topological insulators
energy efficiency
memristors
Decoding neural synchronization patterns across axonal propagation delays in cortical networks
axonal propagation
neural synchronization
cortical networks
brain dynamics
neurophysics
Preparing for 2032 processor nodes with 3D-stacked neuromorphic architectures
neuromorphic computing
3D chip stacking
post-Moore's Law
advanced nodes
memristive circuits