Bridging current and next-gen AI through neuromorphic computing for edge devices
neuromorphic computing
edge AI
hardware acceleration
energy efficiency
machine learning
Optimizing neural synchronization across synaptic time delays in brain-computer interfaces
synaptic delays
neural synchronization
brain-computer interfaces
signal processing
neuroprosthetics
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
Bridging current and next-gen AI with few-shot hypernetworks for adaptive learning
hypernetworks
adaptive learning
AI transition
few-shot learning
neural architecture
Using 2D material heterostructures for ultra-low-power neuromorphic computing devices
2D materials
heterostructures
neuromorphic computing
synaptic plasticity
low-power electronics
Employing neuromorphic computing architectures for real-time earthquake prediction systems
neuromorphic computing
earthquake prediction
real-time systems
seismic sensors
spiking neural networks
With phase-change material synapses for neuromorphic computing systems
phase-change materials
neuromorphic computing
synaptic plasticity
artificial intelligence
memristors
For exascale system integration of neuromorphic computing architectures
exascale computing
neuromorphic engineering
AI integration
supercomputing
adaptive algorithms
Using magnetic skyrmion-based interconnects for ultra-low-power neuromorphic computing architectures
spintronics
neuromorphic engineering
nanomagnetism
energy-efficient computing
skyrmion dynamics
Across neural population dynamics to decode decision-making in primates
neurodynamics
decision neuroscience
primate cognition
population coding
electrophysiology
Employing silicon photonics co-integration for next-generation optical neural networks
silicon photonics
optical computing
neural networks
co-integration
AI acceleration