Research Projects

Pioneering work in AI-assisted signal integrity, spiking neural networks, and neuromorphic computing.

Publications in IEEE, ACM, and leading technical conferences.

Research Projects

Publications

Patents Filed

112

Citations

Citation source: scholarly cache. Last checked: Using local fallback values

Like a GPS for high-speed circuits: AI predicts signal behavior in seconds instead of waiting hours for simulations.

Technologies

Key Achievement: Up to 4000x faster prediction than traditional full simulation workflows

References (1)

A wearable heart guardian that can run with extremely low power and continuously check ECG signals.

Technologies

Key Achievement: Near-batteryless operating profile through serialized computation

Publications (4)

•Neural network design via voltage-based resistive processing unit and diode activation function-a new architecture (2021) - Cited by 18
•Ultra-low Power Analog Recurrent Neural Network Design Approximation for Wireless Health Monitoring (2022) - Cited by 14
+2 more publications

Brain-inspired AI that fires only when needed, reducing power use for always-on sensing.

Technologies

Key Achievement: Up to 1000x lower energy use compared with conventional dense neural processing

Publications (2)

•A lightweight hybrid analog-digital spiking neural network for iot (2024) - Cited by 4
•A Bio-inspired Low-power Hybrid Analog/Digital Spiking Neural Networks for Pervasive Smart Cameras (2024) - Cited by 2

Lets underwater robots talk and listen at the same time, like a real conversation instead of walkie-talkie turns.

Technologies

Key Achievement: Around 2x channel efficiency versus half-duplex underwater links

Publications (4)

•FD-UWA: Full-duplex underwater acoustic comms via self-interference cancellation in space (2020) - Cited by 18
•Full-Duplex Underwater Acoustic Communications via Self-Interference Cancellation in Space (2023) - Cited by 21
+2 more publications