| 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 | 56 | 2020 |
| 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 | 35 | 2020 |
| Meta-learning spiking neural networks with surrogate gradient descent KM Stewart, EO Neftci Neuromorphic Computing and Engineering 2 (4), 044002, 2022 | 34 | 2022 |
| 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 | 27 | 2020 |
| 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 | 23 | 2023 |
| The neurobench framework for benchmarking neuromorphic computing algorithms and systems J Yik, K Van den Berghe, D den Blanken, Y Bouhadjar, M Fabre, ... Nature Communications 16 (1), 1545, 2025 | 20 | 2025 |
| 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 | 19 | 2023 |
| 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 | 19 | 2019 |
| 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 | 17 | 2023 |
| 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 | 12 | 2020 |
| 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 | 10 | 2022 |
| Encoding Event-Based Gesture Data With a Hybrid SNN Guided Variational Auto-encoder KM Stewart, A Danielescu, T Shea, E Neftci | 9* | 2021 |
| 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 | 7 | 2022 |
| One-shot federated learning with neuromorphic processors K Stewart, Y Gu arXiv preprint arXiv:2011.01813, 2020 | 5 | 2020 |
| 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 | 4 | 2023 |
| HyperSpikeASIC: 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 …, 2023 | 4 | 2023 |
| A Qualitative Study on the Expectations and Concerns Around Voice and Gesture Interactions in Vehicles A Pabst, T Tabb, KM Stewart, A Danielescu Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2155-2171, 2023 | 2 | 2023 |
| 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 | 2 | 2021 |
| Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing K Stewart, M Neumeier, SB Shrestha, G Orchard, E Neftci | 1 | 2024 |
| Self-learning neuromorphic gesture recognition models KM Stewart, LA Danielescu, TM Shea US Patent App. 17/992,205, 2024 | | 2024 |
Emre NeftciInstitute Director, Forschungszentrum Jülich; Professor, RWTH AachenAdresse e-mail validée de fz-juelich.de