Kenneth Michael Stewart

22 papers A* 2A 2Misc 1Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A* conf
Advancing HCI with Neuromorphic Technology: Guidelines for Designing User-Friendly Developer Tools for Neuromorphic Development.
CHI
Divesh Upreti, Aditi Maheshwari, Taylor Tabb, Ioannis Polykretis, Eric M. Gallo, Kenneth Michael Stewart, Thomas D. LaToza, Andreea Danielescu
2024 J jnl
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing.
CoRR
Kenneth Michael Stewart, Michael Neumeier, Sumit Bam Shrestha, Garrick Orchard, Emre Neftci
2023 A conf
A Qualitative Study on the Expectations and Concerns Around Voice and Gesture Interactions in Vehicles.
Conference on Designing Interactive Systems
Alexandria Pabst, Taylor Tabb, Kenneth Michael Stewart, Andreea Danielescu
2023 A* conf
Creating Inclusive Voices for the 21st Century: A Non-Binary Text-to-Speech for Conversational Assistants.
CHI
Andreea Danielescu, Sharone Horowit-Hendler, Alexandria Pabst, Kenneth Michael Stewart, Eric M. Gallo, Matthew Peter Aylett
2023 — —
Emulating Brain-like Rapid Online Learning with Neuromorphic Edge Computing
Kenneth Michael Stewart
2023 J jnl
HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing
2023 — conf
Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review.
ICONS
Jamie Lohoff, Zhenming Yu, Jan Finkbeiner, Anil Kaya, Kenneth Michael Stewart, Hin Wai Lui, Emre Neftci
2023 J jnl
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking.
CoRR
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, P. 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
2023 — conf
Speech2Spikes: Efficient Audio Encoding Pipeline for Real-time Neuromorphic Systems.
NICE
Kenneth Michael Stewart, Timothy M. Shea, Noah Pacik-Nelson, Eric M. Gallo, Andreea Danielescu
2022 — conf
Encoding Event-Based Data With a Hybrid SNN Guided Variational Auto-encoder in Neuromorphic Hardware.
NICE
Kenneth Michael Stewart, Andreea Danielescu, Timothy M. Shea, Emre Neftci
2022 A conf
HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks.
DATE
Justin Morris, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing
2022 J jnl
Meta-learning Spiking Neural Networks with Surrogate Gradient Descent.
CoRR
Kenneth Michael Stewart, Emre Neftci
2022 J jnl
Meta-learning spiking neural networks with surrogate gradient descent.
Neuromorph. Comput. Eng.
Kenneth Michael Stewart, Emre O. Neftci
2021 J jnl
Gesture Similarity Analysis on Event Data Using a Hybrid Guided Variational Auto Encoder.
CoRR
Kenneth Michael Stewart, Andreea Danielescu, Lazar Supic, Timothy M. Shea, Emre Neftci
2021 — conf
Reflecting on Self-Aware Systems-on-Chip.
A Journey of Embedded and Cyber-Physical Systems
Bryan Donyanavard, Tiago Mück, Kasra Moazzemi, Biswadip Maity, Caio Batista de Melo, Kenneth Michael Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil D. Dutt
2020 — conf
Live Demonstration: On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor.
AICAS
Kenneth Michael Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci
2020 J jnl
Neurorobots as a Means Toward Neuroethology and Explainable AI.
Frontiers Neurorobotics
Kexin Chen, Tiffany Hwu, Hirak Jyoti Kashyap, Jeffrey L. Krichmar, Kenneth Michael Stewart, Jinwei Xing, Xinyun Zou
2020 — conf
On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor.
AICAS
Kenneth Michael Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci
2020 J jnl
Online Few-Shot Gesture Learning on a Neuromorphic Processor.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Kenneth Michael Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci
2020 J jnl
Online Few-shot Gesture Learning on a Neuromorphic Processor.
CoRR
Kenneth Michael Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci
2019 J jnl
On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor.
CoRR
Kenneth Michael Stewart, Emre Neftci, Garrick Orchard, Sumit Bam Shrestha
2019 Misc conf
The information processing factory: a paradigm for life cycle management of dependable systems.
CODES+ISSS
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