Kenneth Stewart

HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks

T. Simunic, E. Neftci, Behnam Khaleghi, 2022, 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Meta-learning spiking neural networks with surrogate gradient descent

Emre Neftci, Kenneth Stewart, E. Neftci, 2022, Neuromorph. Comput. Eng..

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

Garrick Orchard, Emre Neftci, Sumit Bam Shrestha, 2019, 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS).

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

Garrick Orchard, Emre Neftci, Sumit Bam Shrestha, 2019, 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS).

Online Few-Shot Gesture Learning on a Neuromorphic Processor

Garrick Orchard, Emre Neftci, Sumit Bam Shrestha, 2020, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review

E. Neftci, Kenneth Stewart, Jan Finkbeiner, 2023, ICONS.

Encoding Event-Based Data With a Hybrid SNN Guided Variational Auto-encoder in Neuromorphic Hardware

Timothy M. Shea, E. Neftci, Kenneth Stewart, 2021, NICE.