Mitigating catastrophic forgetting in neuromorphic computing through hybrid synaptic plasticity mechanisms
neuromorphic computing
catastrophic forgetting
synaptic plasticity
hybrid systems
continual learning
Optimizing neural network efficiency with phase-change material synapses for neuromorphic computing
neuromorphic computing
phase-change materials
synaptic plasticity
energy efficiency
artificial intelligence
Through 3D monolithic integration for ultra-high-density neuromorphic computing systems
3D integration
neuromorphic computing
monolithic stacking
AI hardware
brain-inspired computing
Advancing photonic computing through silicon photonics co-integration with CMOS electronics
silicon photonics
photonic computing
CMOS integration
optical interconnects
neuromorphic engineering
Through catastrophic forgetting mitigation in artificial neural networks for lifelong learning systems
catastrophic forgetting
lifelong learning
neural networks
continual learning
AI stability
Employing neuromorphic computing architectures for real-time protein folding prediction
neuromorphic computing
protein folding
real-time simulation
molecular dynamics
spiking neural networks
Mitigating catastrophic forgetting in neural networks through dynamic architecture adaptation
catastrophic forgetting
neural networks
dynamic architecture
continual learning
AI adaptation
Optimizing neural networks across axonal propagation delays with human-in-the-loop adaptation
axonal delays
neural networks
human-in-the-loop
adaptive systems
neuroinformatics
Employing ruthenium interconnects for high-density neuromorphic computing architectures
ruthenium interconnects
neuromorphic computing
energy efficiency
nanofabrication
memristors
With ferroelectric hafnium oxide for non-volatile memory in edge AI devices
ferroelectric memory
hafnium oxide
edge computing
AI hardware
non-volatile storage
Decoding neural population dynamics during decision-making with high-density electrophysiology
neural dynamics
decision-making
electrophysiology
population coding
cognitive neuroscience
Ferroelectric hafnium oxide memristors for neuromorphic computing in edge AI devices
neuromorphic computing
hafnium oxide
memristors
edge AI
in-memory computing