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Steven Abreu
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Year
Hands-on reservoir computing: a tutorial for practical implementation
M Cucchi, S Abreu, G Ciccone, D Brunner, H Kleemann
Neuromorphic Computing and Engineering 2 (3), 032002, 2022
1092022
Automated Architecture Design for Deep Neural Networks
S Abreu
arXiv preprint arXiv:1908.10714, 2019
432019
Neuromorphic intermediate representation: a unified instruction set for interoperable brain-inspired computing
JE Pedersen, S Abreu, M Jobst, G Lenz, V Fra, FC Bauer, DR Muir, ...
Nature Communications 15 (1), 8122, 2024
112024
Flow cytometry with event-based vision and spiking neuromorphic hardware
S Abreu, M Gouda, A Lugnan, P Bienstman
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
72023
A photonics perspective on computing with physical substrates
S Abreu, I Boikov, M Goldmann, T Jonuzi, A Lupo, S Masaad, L Nguyen, ...
Reviews in Physics, 100093, 2024
12024
Q-S5: Towards Quantized State Space Models
S Abreu, JE Pedersen, KM Heckel, A Pierro
arXiv preprint arXiv:2406.09477, 2024
12024
Concepts and Paradigms for Neuromorphic Programming
S Abreu
arXiv preprint arXiv:2310.18260, 2023
12023
Training a spiking neural network on an event-based label-free flow cytometry dataset
M Gouda, S Abreu, A Lugnan, P Bienstman
arXiv preprint arXiv:2303.10632, 2023
12023
EmBARDiment: an Embodied AI Agent for Productivity in XR
R Bovo, S Abreu, K Ahuja, EJ Gonzalez, LT Cheng, M Gonzalez-Franco
arXiv preprint arXiv:2408.08158, 2024
2024
Mamba-PTQ: Outlier Channels in Recurrent Large Language Models
A Pierro, S Abreu
arXiv preprint arXiv:2407.12397, 2024
2024
Clustering and Classification of Fungal Cells and PMMA Microparticles: Unsupervised and Supervised Learning using K-Means, PCA, Logistic Regression and Spiking Neural Networks …
M Gouda, S Abreu, P Bienstman
2024 24th International Conference on Transparent Optical Networks (ICTON), 1-4, 2024
2024
PARSE-Ego4D: Personal Action Recommendation Suggestions for Egocentric Videos
S Abreu, TD Do, K Ahuja, EJ Gonzalez, L Payne, D McDuff, ...
arXiv preprint arXiv:2407.09503, 2024
2024
Surrogate gradient learning in spiking networks trained on event-based cytometry dataset
M Gouda, S Abreu, P Bienstman
Optics Express 32 (9), 16260-16272, 2024
2024
Neuromorphic Programming: Emerging Directions for Brain-Inspired Hardware
S Abreu, JE Pedersen
Two-shot learning of continuous interpolation using a conceptor-aided recurrent autoencoder
G Pourcel, M Goldmann, S Abreu, MC Soriano
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Articles 1–15