Employing catastrophic forgetting mitigation in neural networks for robust AI systems
catastrophic forgetting
neural networks
AI robustness
continual learning
machine learning
Bridging current and next-gen AI via self-assembled monolayer doping in neuromorphic computing
neuromorphic computing
self-assembled monolayers
AI hardware
next-gen AI
doping techniques
Terahertz oscillation-based quantum memory for photonic neuromorphic computing
quantum photonics
neural networks
topological insulators
memory devices
submillimeter waves
In attojoule energy regimes for ultra-low-power quantum dot neural networks
attojoule
quantum dots
neural networks
ultra-low-power
neuromorphic computing
Using gate-all-around nanosheet transistors for low-power neuromorphic computing
nanosheet transistors
neuromorphic engineering
low-power electronics
AI hardware
semiconductor design
Mitigating signal distortion in neural networks across synaptic time delays
neural networks
synaptic delays
signal distortion
bio-inspired computing
latency compensation
Through quantum dot charge trapping for neuromorphic computing
quantum dots
neuromorphic engineering
charge trapping
artificial synapses
memristors
Enhancing quantum computing stability with phase-change material synapses in neuromorphic architectures
quantum computing
phase-change materials
neuromorphic engineering
synaptic stability
coherence
Developing phase-change material synapses for neuromorphic computing in Arctic sensor networks
phase-change materials
neuromorphic computing
Arctic sensors
thermal memory
edge AI
Accelerating neural architecture search through few-shot hypernetwork optimization
few-shot learning
hypernetworks
neural architecture search
meta-learning
AI efficiency
Employing neuromorphic computing architectures for real-time adaptive traffic management systems
neuromorphic computing
traffic optimization
smart cities
low-power AI
real-time processing
Neuromorphic computing architectures for real-time asteroid deflection trajectory simulations
neuromorphic computing
asteroid deflection
real-time simulation
space safety
trajectory analysis