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M. Mastella

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Faculteit Science and Engineering

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m.mastella rug.nl

ORCID Research Portal

Research interests

Michele is an MSCA Ph.D. student investigating spiking neural networks and neuromorphic circuits for emulating touch in autonomous agents.

Publicaties

Event-based vision for egomotion estimation using precise event timing

Greatorex, H., Mastella, M., Cotteret, M., Richter, O. & Chicca, E., 20-jan.-2025, (Submitted) arXiv, 14 blz.

Onderzoeksoutput: Voordruk ›

Fused-MemBrain: A spiking processor combining CMOS and self-assembled memristive networks

Cipollini, D., Greatorex, H., Mastella, M., Chicca, E. & Schomaker, L., 28-nov.-2024, (Submitted) 12 blz.

Onderzoeksoutput: Voordruk ›

Neuromorphic Embedded Processing for Touch

Mastella, M., 2024, [Groningen]: University of Groningen. 199 blz.

Onderzoeksoutput

TEXEL: A neuromorphic processor with on-chip learning for beyond-CMOS device integration

Greatorex, H., Richter, O., Mastella, M., Cotteret, M., Klein, P., Fabre, M., Rubino, A., Girão, W. S., Chen, J., Ziegler, M., Bégon-Lours, L., Indiveri, G. & Chicca, E., 21-okt.-2024, (Submitted) arXiv.

Onderzoeksoutput: Voordruk ›

A Subthreshold Second-Order Integration Circuit for Versatile Synaptic Alpha Kernel and Trace Generation

Richter, O., Greatorex, H., Hučko, B., Cotteret, M., Soares Girão, W., Janotte, E., Mastella, M. & Chicca, E., aug.-2023, AMC ICONS2023. ACM Press, blz. 1-4 4 blz. 33

Onderzoeksoutput › › peer review

Robust Spiking Attractor Networks with a Hard Winner-Take-All Neuron Circuit

Cotteret, M., Richter, O., Mastella, M., Greatorex, H., Janotte, E., Soares Girão, W., Ziegler, M. & Chicca, E., 21-jul.-2023, 2023 IEEE International Symposium on Circuits and Systems (ISCAS): Proceedings. IEEE, 6 blz.

Onderzoeksoutput › › peer review

Synaptic Normalisation for On-Chip Learning in Analog CMOS Spiking Neural Networks

Mastella, M., Greatorex, H., Cotteret, M., Janotte, E., Soares Girão, W., Richter, O. & Chicca, E., 2023, ACM ICONS2023: Proceedings of the 2023 International Conference on Neuromorphic Systems. ACM Press, blz. 1-4 4 blz. 34

Onderzoeksoutput › › peer review

Experimental validation of an analog spiking neural network with STDP learning rule in CMOS technology

Polidori, E., Camisa, G., Mesri, A., Ferrari, G., Polidori, C., Mastella, M. & Prati, E., 28-okt.-2022, 2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE). IEEE, blz. 187-192 6 blz. 9967583

Onderzoeksoutput › › peer review

Skin-Inspired Flexible and Stretchable Electrospun Carbon Nanofiber Sensors for Neuromorphic Sensing

Sengupta, D., Mastella, M., Chicca, E. & Kottapalli, A. G. P., 25-jan.-2022, In: Acs applied electronic materials. 4, 1, blz. 308-315 8 blz.

Onderzoeksoutput: Article › › peer review

A Hardware-friendly Neuromorphic Spiking Neural Network for Frequency Detection and Fine Texture Decoding

Mastella, M. & Chicca, E., 28-mei-2021, 2021 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, blz. 1-5 5 blz. 9401377

Onderzoeksoutput › › peer review

Alle (13) publicaties

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