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Kenneth Michael Stewart
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Online few-shot gesture learning on a neuromorphic processor
K Stewart, G Orchard, SB Shrestha, E Neftci
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (4 …, 2020
462020
On-chip few-shot learning with surrogate gradient descent on a neuromorphic processor
K Stewart, G Orchard, SB Shrestha, E Neftci
2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020
332020
Neurorobots as a means toward neuroethology and explainable AI
K Chen, T Hwu, HJ Kashyap, JL Krichmar, K Stewart, J Xing, X Zou
Frontiers in Neurorobotics 14, 570308, 2020
262020
Meta-learning spiking neural networks with surrogate gradient descent
KM Stewart, EO Neftci
Neuromorphic Computing and Engineering 2 (4), 044002, 2022
242022
The information processing factory: A paradigm for life cycle management of dependable systems
EA Rambo, T Kadeed, R Ernst, M Seo, F Kurdahi, B Donyanavard, ...
Proceedings of the International Conference on Hardware/Software Codesign …, 2019
172019
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking
J Yik, SH Ahmed, Z Ahmed, B Anderson, AG Andreou, C Bartolozzi, ...
arXiv 2023, 2304.04640 v2, 2023
122023
Zero velocity detector for foot-mounted inertial navigation system assisted by a dynamic vision sensor
CS Jao, K Stewart, J Conradt, E Neftci, AM Shkel
2020 DGON Inertial Sensors and Systems (ISS), 1-18, 2020
122020
Creating inclusive voices for the 21st century: A non-binary text-to-speech for conversational assistants
A Danielescu, SA Horowit-Hendler, A Pabst, KM Stewart, EM Gallo, ...
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023
92023
Encoding Event-Based Gesture Data With a Hybrid SNN Guided Variational Auto-encoder
KM Stewart, A Danielescu, T Shea, E Neftci
9*2021
Hyperspike: hyperdimensional computing for more efficient and robust spiking neural networks
J Morris, HW Lui, K Stewart, B Khaleghi, A Thomas, T Marback, B Aksanli, ...
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 664-669, 2022
82022
Speech2spikes: Efficient audio encoding pipeline for real-time neuromorphic systems
KM Stewart, T Shea, N Pacik-Nelson, E Gallo, A Danielescu
Proceedings of the 2023 Annual Neuro-Inspired Computational Elements …, 2023
52023
Encoding event-based data with a hybrid snn guided variational auto-encoder in neuromorphic hardware
K Stewart, A Danielescu, T Shea, E Neftci
Proceedings of the 2022 Annual Neuro-Inspired Computational Elements …, 2022
42022
Interfacing neuromorphic hardware with machine learning frameworks-a review
J Lohoff, Z Yu, J Finkbeiner, A Kaya, K Stewart, H Wai Lui, E Neftci
Proceedings of the 2023 International Conference on Neuromorphic Systems, 1-8, 2023
32023
One-shot federated learning with neuromorphic processors
K Stewart, Y Gu
arXiv preprint arXiv:2011.01813, 2020
32020
: Accelerating event-based workloads with hyperdimensional computing and spiking neural networks
T Zhang, J Morris, K Stewart, HW Lui, B Khaleghi, A Thomas, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023
22023
Reflecting on Self-Aware Systems-on-Chip
B Donyanavard, T Mück, K Moazzemi, B Maity, CB Melo, K Stewart, S Yi, ...
A Journey of Embedded and Cyber-Physical Systems: Essays Dedicated to Peter …, 2021
22021
SELF-LEARNING NEUROMORPHIC GESTURE RECOGNITION MODELS
KM Stewart, LA Danielescu, TM Shea
US Patent App. 17/992,205, 2024
2024
Self-learning neuromorphic acoustic model for speech recognition
LA Danielescu, TM Shea, KM Stewart, NG Pacik-Nelson, EM Gallo
US Patent App. 17/946,523, 2024
2024
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing
K Stewart, M Neumeier, SB Shrestha, G Orchard, E Neftci
2024
Efficient speech to spikes conversion pipeline for a spiking neural network
LA Danielescu, KM Stewart, NG Pacik-Nelson, TM Shea
US Patent App. 18/118,619, 2023
2023
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