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2020 – today
- 2024
[c2]Muhammed Gouda, Steven Abreu, Peter Bienstman:
Clustering and Classification of Fungal Cells and PMMA Microparticles: Unsupervised and Supervised Learning using K-Means, PCA, Logistic Regression and Spiking Neural Networks on Event-Based Cytometry Datasets. ICTON 2024: 1-4- [i8]Steven Abreu, Jens E. Pedersen, Kade M. Heckel, Alessandro Pierro:
Q-S5: Towards Quantized State Space Models. CoRR abs/2406.09477 (2024) - [i7]Steven Abreu, Tiffany D. Do, Karan Ahuja, Eric J. Gonzalez, Lee Payne, Daniel McDuff, Mar González-Franco:
PARSE-Ego4D: Personal Action Recommendation Suggestions for Egocentric Videos. CoRR abs/2407.09503 (2024) - [i6]Alessandro Pierro, Steven Abreu:
Mamba-PTQ: Outlier Channels in Recurrent Large Language Models. CoRR abs/2407.12397 (2024) - [i5]Riccardo Bovo, Steven Abreu, Karan Ahuja, Eric J. Gonzalez, Li-Te Cheng, Mar González-Franco:
EmBARDiment: an Embodied AI Agent for Productivity in XR. CoRR abs/2408.08158 (2024) - 2023
- [c1]Steven Abreu
, Muhammed Gouda, Alessio Lugnan, Peter Bienstman:
Flow cytometry with event-based vision and spiking neuromorphic hardware. CVPR Workshops 2023: 4139-4147 - [d1]Steven Abreu, Felix Christian Bauer, Jason Eshraghian, Matthias Jobst, Gregor Lenz, Jens Egholm Pedersen, Sadique Sheik:
Neuromorphic Intermediate Representation. Zenodo, 2023
- [i4]Muhammed Gouda, Steven Abreu, Alessio Lugnan, Peter Bienstman:
Training a spiking neural network on an event-based label-free flow cytometry dataset. CoRR abs/2303.10632 (2023) - [i3]Steven Abreu:
Concepts and Paradigms for Neuromorphic Programming. CoRR abs/2310.18260 (2023) - [i2]Jens E. Pedersen, Steven Abreu, Matthias Jobst, Gregor Lenz, Vittorio Fra, Felix Christian Bauer, Dylan R. Muir, Peng Zhou, Bernhard Vogginger, Kade Heckel, Gianvito Urgese, Sadasivan Shankar, Terrence C. Stewart, Jason K. Eshraghian, Sadique Sheik:
Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing. CoRR abs/2311.14641 (2023) - 2022
- [j1]Matteo Cucchi, Steven Abreu, Giuseppe Ciccone, Daniel Brunner, Hans Kleemann:
Hands-on reservoir computing: a tutorial for practical implementation. Neuromorph. Comput. Eng. 2(3): 32002 (2022)
2010 – 2019
- 2019
- [i1]Steven Abreu:
Automated Architecture Design for Deep Neural Networks. CoRR abs/1908.10714 (2019)
Coauthor Index
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