M. Mastella

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E-mail:

m.mastella rug.nl

Research interests

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

Publications

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., Soares Girão, W., Chen, J., Ziegler, M., Bégon-Lours, L., Indiveri, G. & Chicca, E., 11-Jul-2025, In: Nature Communications. 16, 1, 14 p., 6424.

Research output: Contribution to journal › Article › Academic › peer-review

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 p.

Research output: Working paper › Preprint › Academic

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

Cipollini, D., Greatorex, H., Mastella, M., Chicca, E. & Schomaker, L., Jun-2025, In: Neuromorphic computing and engineering. 5, 2, 024002.

Research output: Contribution to journal › Article › Academic › peer-review

Event-Driven Frequency Decomposition with Spiking Phase-Locked Loops

Mastella, M., Greatorex, H., Tiemens, T., Cotteret, M., Richter, O. & Chicca, E., 4-Apr-2024, Conference Record of the 58th Asilomar Conference on Signals, Systems and Computers, ACSSC 2024. Matthews, M. B. (ed.). IEEE Computer Society, p. 1517-1521 5 p. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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 p.

Research output: Working paper › Preprint › Academic

Neuromorphic Embedded Processing for Touch

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

Research output: Thesis › Thesis fully internal (DIV)

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-Oct-2024, (Submitted) arXiv.

Research output: Working paper › Preprint › Academic

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, p. 1-4 4 p. 33

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › 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 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › 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, p. 1-4 4 p. 34

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

All (16) publications

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