Phase-change material synapses for energy-efficient deep learning in edge devices
phase-change materials
energy efficiency
edge computing
deep learning
neuromorphic engineering
Optimizing in-memory computing performance with resistive RAM for edge devices
resistive RAM
in-memory computing
edge devices
energy efficiency
low-latency
Developing phase-change material synapses for ultra-low-power neuromorphic computing systems
neuromorphic computing
phase-change materials
energy efficiency
artificial synapses
next-gen hardware
Simulating axonal propagation delays in neural networks to understand cognitive processing speed
axonal delays
neural networks
cognitive processing
neurodynamics
computational neuroscience
Ferroelectric memory devices with hafnium oxide for neuromorphic computing architectures
hafnium oxide
neuromorphic computing
ferroelectric RAM
synaptic plasticity
analog memory
Attosecond spectroscopy of neurotransmitter release during synaptic vesicle fusion
attosecond physics
neurotransmitter release
synaptic transmission
ultrafast spectroscopy
quantum biology
Mitigating catastrophic forgetting in neural networks for lifelong robotic learning
catastrophic forgetting
lifelong learning
robotics
neural networks
memory consolidation
Exploiting axonal propagation delays for neuromorphic computing architectures
axonal delays
neuromorphic engineering
spiking neural networks
bioinspired computing
time-based processing
Backside power delivery networks for 3D stacked neuromorphic computing chips
neuromorphic engineering
3D integration
power delivery networks
chip design
AI hardware
Advancing neuromorphic computing with gate-all-around nanosheet transistors
neuromorphic engineering
nanosheets
transistors
artificial intelligence
semiconductor devices
Neuromorphic computing at Josephson junction frequencies for ultrafast quantum-classical hybrid systems
neuromorphic engineering
superconductivity
cryogenic computing
spintronics
mixed-signal processing
Phase-change material synapses for edge AI devices preparing for 2032 processor nodes
resistive RAM
in-memory computing
neuromorphic hardware
advanced packaging
thermal management