Publications

Online Few-shot Gesture Learning on a Neuromorphic Processor

On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor

Error-triggered Three-Factor Learning Dynamics for Crossbar Arrays

Building a Better Lie Detector with BERT: The Difference Between Truth and Lies

Terrain Classification with a Reservoir-Based Network of Spiking Neurons

High-Speed, Real-Time, Spike-Based Object Tracking and Path Prediction on Google Edge TPU

Embodied event-driven random backpropagation

Effect of Asymmetric Nonlinearity Dynamics in RRAMs on Spiking Neural Network Performance

Embodied event-driven random backpropagation

Independent Component Analysis Using RRAMs

Stochastic synapses as resource for efficient deep learning machines

TrueHappiness: Neuromorphic Emotion Recognition on TrueNorth

Synaptic sampling in hardware spiking neural networks

Stochastic synaptic plasticity with memristor crossbar arrays

Neuromorphic Architectures with Electronic Synapses

Stochastic neuromorphic learning machines for weakly labeled data

Neuromorphic Engineering

Real-time inference in a VLSI spiking neural network

Systematic configuration and automatic tuning of neuromorphic systems

A Device Mismatch Compensation Method for VLSI Spiking Neural Networks

State-Dependent Sensory Processing in Networks of VLSI Spiking Neurons