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Steven Abreu
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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
772022
Automated Architecture Design for Deep Neural Networks
S Abreu
arXiv preprint arXiv:1908.10714, 2019
422019
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, ...
arXiv preprint arXiv:2311.14641, 2023
92023
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
62023
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
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
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
Concepts and Paradigms for Neuromorphic Programming
S Abreu
arXiv preprint arXiv:2310.18260, 2023
2023
Two-shot learning of continuous interpolation using a conceptor-aided recurrent autoencoder
G Pourcel, M Goldmann, S Abreu, MC Soriano
2023
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