AI Hardware
Hardware Synapses and Neurons
AI Hardware Technology the Bottom-Up:
Materials & Devices to Circuits & Systems
Wafer-scale analysis and design
Intelligence
Probabilistic Artificial Intelligence
Engineering Stochasticity: Probabilistic AI
The intersection of emerging computing paradigms & emerging technologies
Autonomy
Probabilistic Autonomy
Re-Imagining Sensing and Autonomy:
Intelligence in what and when to sample
Artificial autonomous reflex responses
RESEARCH Focus Areas
Material irregularities
Stochastic Geometry
Atomic Defect Modelling
Stochastic Grain Modelling
Ferroelectric Materials
Semiconductors
Graphene/hBN
2D Materials
Device Modelling
Yield Characterization
Variability Characterization
Nanoscale Transistors
Ferroelectric Devices
Memristors/MTJs
Probabistic Bits
NEGF/BTE
Hardware Synapses
Memristive Circuits
Crossbar Arrays
Hardware Neurons
Probalistic Circuits
TRNG/PRNG Circuits
Event-Based Sensors
Neuromorphic Circuits
AI Hardware
Probabilistic AI
Neuromorphic AI
Boltzmann Machines
Probabilistic Neural Nets
Probabilistic Sensing
Probabilistic Autonomy
Embedded Encryption