Kenneth Michael Stewart

According to our database, Kenneth Michael Stewart authored at least 18 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing.

Kenneth Michael Stewart, Michael Neumeier, Sumit Bam Shrestha, Garrick Orchard, Emre Neftci

CoRR, 2024

2023

HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks.

Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

Emulating Brain-like Rapid Online Learning with Neuromorphic Edge Computing

Kenneth Michael Stewart

PhD thesis, 2023

NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking.

Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Michael Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi

CoRR, 2023

Speech2Spikes: Efficient Audio Encoding Pipeline for Real-time Neuromorphic Systems.

Kenneth Michael Stewart, Timothy M. Shea, Noah Pacik-Nelson, Eric M. Gallo, Andreea Danielescu

Proceedings of the Neuro-Inspired Computational Elements Conference, 2023

Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review.

Jamie Lohoff, Zhenming Yu, Jan Finkbeiner, Anil Kaya, Kenneth Michael Stewart, Hin Wai Lui, Emre Neftci

Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023

Creating Inclusive Voices for the 21st Century: A Non-Binary Text-to-Speech for Conversational Assistants.

Andreea Danielescu, Sharone Horowit-Hendler, Alexandria Pabst, Kenneth Michael Stewart, Eric M. Gallo, Matthew Peter Aylett

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

A Qualitative Study on the Expectations and Concerns Around Voice and Gesture Interactions in Vehicles.

Alexandria Pabst, Taylor Tabb, Kenneth Michael Stewart, Andreea Danielescu

Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2023

2022

Meta-learning spiking neural networks with surrogate gradient descent.

Kenneth Michael Stewart, Emre O. Neftci

Neuromorph. Comput. Eng., December, 2022

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

Kenneth Michael Stewart, Andreea Danielescu, Timothy M. Shea, Emre Neftci

Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

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

Justin Morris, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

Gesture Similarity Analysis on Event Data Using a Hybrid Guided Variational Auto Encoder.

Kenneth Michael Stewart, Andreea Danielescu, Lazar Supic, Timothy M. Shea, Emre Neftci

CoRR, 2021

Reflecting on Self-Aware Systems-on-Chip.

Bryan Donyanavard, Tiago Mück, Kasra Moazzemi, Biswadip Maity, Caio Batista de Melo, Kenneth Michael Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil D. Dutt

Proceedings of the A Journey of Embedded and Cyber-Physical Systems, 2021

2020

Neurorobots as a Means Toward Neuroethology and Explainable AI.

Kexin Chen, Tiffany Hwu, Hirak Jyoti Kashyap, Jeffrey L. Krichmar, Kenneth Michael Stewart, Jinwei Xing, Xinyun Zou

Frontiers Neurorobotics, 2020

Online Few-Shot Gesture Learning on a Neuromorphic Processor.

Kenneth Michael Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

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

Kenneth Michael Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

Live Demonstration: On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor.

Kenneth Michael Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

The information processing factory: a paradigm for life cycle management of dependable systems.

Eberle A. Rambo, Thawra Kadeed, Rolf Ernst, Minjun Seo, Fadi J. Kurdahi, Bryan Donyanavard, Caio Batista de Melo, Biswadip Maity, Kasra Moazzemi, Kenneth Michael Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil D. Dutt, Florian Maurer, Nguyen Anh Vu Doan, Anmol Surhonne, Thomas Wild, Andreas Herkersdorf

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, 2019