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M. Mastella

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Faculty of 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.

Publications

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., 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

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-Oct-2022, 2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE). IEEE, p. 187-192 6 p. 9967583

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › 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, p. 308-315 8 p.

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

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

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

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

All (13) publications

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