Using gate-all-around nanosheet transistors for ultra-low-power neuromorphic computing chips
gate-all-around transistors
neuromorphic engineering
low-power electronics
nanosheet fabrication
analog AI accelerators
Ultra-low power memory devices with ferroelectric hafnium oxide at 3nm scales
neuromorphic computing
thin-film materials
semiconductor physics
energy-efficient electronics
hysteresis optimization
Employing neuromorphic computing architectures for real-time adaptive robotic control systems
neuromorphic engineering
adaptive robotics
real-time processing
spiking neural networks
autonomous systems
Via backside power delivery networks for 3D-stacked neuromorphic computing architectures
monolithic 3D integration
spiking neural networks
voltage drop mitigation
wafer-level packaging
Bridging fundamental and applied research with neuromorphic computing for edge AI
neuromorphic computing
edge AI
applied neuroscience
energy-efficient computing
brain-inspired algorithms
With phase-change material synapses for energy-efficient neuromorphic computing systems
phase-change materials
neuromorphic computing
energy-efficient AI
neural synapses
brain-inspired chips
Bridging current and next-gen AI via self-supervised curriculum learning
AI transition
self-supervised learning
curriculum learning
next-gen AI
machine learning
Through back-end-of-line thermal management in 3D stacked neuromorphic chips
thermal management
3D integration
neuromorphic engineering
heat dissipation
back-end-of-line
Using 2D material heterostructures to create brain-inspired neuromorphic computing chips
neuromorphic computing
2D materials
heterostructures
synaptic plasticity
Leveraging dynamic token routing for efficient sparse attention in transformer models
dynamic routing
transformers
sparse attention
efficiency
NLP
With resistive RAM for in-memory computing architectures in edge AI devices
resistive RAM
in-memory computing
neuromorphic engineering
edge AI
hardware acceleration
Employing neuromorphic computing architectures for adaptive swarm robotics control
neuromorphic computing
swarm robotics
adaptive control
spiking neural networks
decentralized systems