Optimizing sparse mixture-of-experts models for real-time edge computing applications
sparse models
mixture-of-experts
edge computing
neural networks
efficiency optimization
Designing phase-change material synapses for neuromorphic computing with 50-year durability requirements
neuromorphic computing
phase-change materials
durability
artificial synapses
nanotechnology
Scaling neuromorphic computing through 3D monolithic integration of memristive arrays
in-memory computing
resistive RAM
wafer bonding
neural networks
Optimizing axonal propagation delays for next-generation neural prosthetics
neural prosthetics
axonal delays
brain-machine interfaces
signal optimization
neuroengineering
Mapping neural communication dynamics across axonal propagation delays in cortical networks
axonal propagation
neural delays
cortical networks
neurodynamics
brain connectivity
Designing hybrid architectures synthesizing algebraic geometry with neural networks for cryptography
algebraic geometry
neural networks
cryptographic protocols
mathematical deep learning
hybrid architectures
Using plasma membrane repair to treat neurodegenerative diseases like Parkinson's
membrane repair
neurodegeneration
lipid therapy
Parkinson’s disease
cellular recovery
Employing ruthenium interconnects in next-generation neuromorphic computing architectures
neuromorphic computing
ruthenium interconnects
resistive switching
nanoelectronics
memristors
Bridging current and next-gen AI through neuromorphic computing for edge device intelligence
neuromorphic engineering
edge AI
hybrid neural networks
energy-efficient computing
hardware-software co-design
Marrying psychedelic research with neural decoding to map subjective experience dynamics
psychedelics
neural decoding
consciousness mapping
fMRI analysis
neurophenomenology
Fusing Byzantine mathematics with quantum algorithms for error-resistant computing
Byzantine mathematics
quantum computing
error correction
fault tolerance
algorithms
Targeting protein misfolding in neurodegenerative diseases with CRISPR-based chaperone therapies
CRISPR
protein aggregation
neurodegenerative diseases
molecular chaperones
gene therapy