Neuromorphic Edge Computing Systems Lab

Phone+31 (0)40 247 2556
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Department of Electrical Engineering, Flux, room 4.130
5612 AP Eindhoven
Netherlands

14 Conference contribution
9 Article
4 Preprint
1 Chapter
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- 1 Paper
- 1 Phd Thesis 1 (Research TU/e / Graduation TU/e)

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2024
NEXUS: A 28nm 3.3pJ/SOP 16-Core Spiking Neural Network with a Diamond Topology for Real-Time Data Processing
Sadeghi, M., Rezaeiyan, Y., Khatiboun, D. F., Eissa, S., Corradi, F., Augustine, C. & Moradi, F., 30 Aug 2024, (E-pub ahead of print) In: IEEE Transactions on Biomedical Circuits and Systems. XX, X, 13 p., 10661301.
Research output: Contribution to journal › Article › Academic › peer-review
Unsupervised Classification of Spike Patterns with the Loihi Neuromorphic Processor
Matsuo, R. (Corresponding author), Elgaradiny, A. & Corradi, F. (Corresponding author), 2 Aug 2024, In: Electronics. 13, 16, 22 p., 3203.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
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29 Downloads (Pure)
2023
A 380 fW Leakage Data Retention Flip-Flop for Short Sleep Periods
Sedighiani, S. (Corresponding author), Singh, K., Jordans, R., Harpe, P. & de Gyvez, J. P., Jul 2023, In: IEEE Transactions on Circuits and Systems II: Express Briefs. 70, 7, p. 2650-2654 5 p., 10024364.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
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1 Citation (Scopus)

71 Downloads (Pure)
Accurate online training of dynamical spiking neural networks through Forward Propagation Through Time
Yin, B. (Corresponding author), Corradi, F. & Bohté, S. M., 8 May 2023, In: Nature Machine Intelligence. 5, 5, p. 518-527 10 p.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
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21 Citations (Scopus)

375 Downloads (Pure)
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking
Yik, J. (Corresponding author), Ahmed, S. H., Ahmed, Z., Anderson, B., Andreou, A. G., Bartolozzi, C., Basu, A., den Blanken, D., Bogdan, P., Bohte, S., Bouhadjar, Y., Buckley, S., Cauwenberghs, G., Corradi, F., de Croon, G., Danielescu, A., Daram, A., Davies, M., Demirag, Y. & Eshraghian, J. & 52 others, Forest, J., Furber, S., Furlong, M., Gilra, A., Indiveri, G., Joshi, S., Karia, V., Khacef, L., Knight, J. C., Kriener, L., Kubendran, R., Kudithipudi, D., Lenz, G., Manohar, R., Mayr, C., Michmizos, K., Muir, D., Neftci, E., Nowotny, T., Ottati, F., Ozcelikkale, A., Pacik-Nelson, N., Panda, P., Pao-Sheng, S., Payvand, M., Pehle, C., Petrovici, M. A., Posch, C., Renner, A., Sandamirskaya, Y., Schaefer, C. J. S., van Schaik, A., Schemmel, J., Schuman, C., Seo, J.-S., Sheik, S., Shrestha, S. B., Sifalakis, M., Sironi, A., Stewart, K., Stewart, T. C., Stratmann, P., Tang, G., Timcheck, J., Verhelst, M., Vineyard, C. M., Vogginger, B., Yousefzadeh, A., Zhou, B., Zohora, F. T., Frenkel, C. & Reddi, V. J., 15 Apr 2023, In: arXiv. 2023, 21 p., 2304.04640v2.
Research output: Contribution to journal › Article › Academic

Open Access
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161 Downloads (Pure)
2022
An Implantable Neuromorphic Sensing System Featuring Near-Sensor Computation and Send-on-Delta Transmission for Wireless Neural Sensing of Peripheral Nerves
He, Y. (Corresponding author), Corradi, F., Shi, C., van der Ven, S., Timmermans, M., Stuijt, J., Detterer, P., Harpe, P., Lindeboom, L., Hermeling, E., Langereis, G., Chicca, E. & Liu, Y.-H., 1 Oct 2022, In: IEEE Journal of Solid-State Circuits. 57, 10, p. 3058-3070 13 p., 9858104.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
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34 Citations (Scopus)

275 Downloads (Pure)
CONVOLVE: Smart and seamless design of smart edge processors
Gomony, M. (Corresponding author), de Putter, F., Gebregiorgis, A., Paulin, G., Mei, L., Jain, V., Hamdioui, S., Sanchez, V., Grosser, T., Geilen, M., Verhelst, M., Zenke, F., Gurkaynak, F., de Bruin, B., Stuijk, S., Davidson, S., De, S., Ghogho, M., Jimborean, A. & Eissa, S. & 8 others, Benini, L., Soudris, D., Bishnoi, R., Ainsworth, S., Corradi, F., Karrakchou, O., Güneysu, T. & Corporaal, H., 1 Dec 2022, In: arXiv. 2022, 9 p., 2212.00873.
Research output: Contribution to journal › Article › Academic

Open Access
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109 Downloads (Pure)
Nonvolatile Memories in Spiking Neural Network Architectures: Current and Emerging Trends
Lakshmi Varshika, M. (Corresponding author), Corradi, F. (Corresponding author) & Das, A. K. (Corresponding author), 18 May 2022, In: Electronics. 11, 10, 24 p., 1610.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
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10 Citations (Scopus)

126 Downloads (Pure)
Reduced-Precision Acceleration of Radio-Astronomical Imaging on Reconfigurable Hardware
Corda, S. (Corresponding author), Veenboer, B., Awan, A. J., Romein, J. W., Jordans, R., Kumar, A., Boonstra, A. J. & Corporaal, H., 2022, In: IEEE Access. 10, p. 22819-22843 25 p.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
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4 Citations (Scopus)

96 Downloads (Pure)

Neuromorphic Edge Computing Systems Lab

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