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 | 109 | 2022 |
Automated Architecture Design for Deep Neural Networks S Abreu arXiv preprint arXiv:1908.10714, 2019 | 43 | 2019 |
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 | 11 | 2024 |
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 | 7 | 2023 |
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 | 1 | 2024 |
Q-S5: Towards Quantized State Space Models S Abreu, JE Pedersen, KM Heckel, A Pierro arXiv preprint arXiv:2406.09477, 2024 | 1 | 2024 |
Concepts and Paradigms for Neuromorphic Programming S Abreu arXiv preprint arXiv:2310.18260, 2023 | 1 | 2023 |
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 | 1 | 2023 |
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 | | |