Dalgaty, Thomas and Moro, Filippo and Demirağ, Yiğit and De Pra, Alessio and Indiveri, Giacomo and Vianello, Elisa and Payvand, Melika Mosaic: in-memory computing and routing for small-world spike-based neuromorphic systems, Nature Communications, 2024

Filippo Moro, Pau Aceituno, Laura Kriener, Melika Payvand The Role of Temporal Hierarchy in Spiking Neural Networks, ArXiv, 2024

Simone DAgostino, Filippo Moro, Tristan Torchet, Yigit Demirag, Laurent Grenouillet, Giacomo Indiveri, Elisa Vianello, Melika Payvand DenRAM: Neuromorphic Dendritic Architecture with RRAM for Efficient Temporal Processing with Delays, Neture Communications, 2024

Melika Payvand, Simone D’Agostino, Filippo Moro, Yigit Demirag, Giacomo Indiveri, Elisa Vianello Dendritic Computation through Exploiting Resistive Memory as both Delays and Weights, Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023

S. D’Agostino; F. Moro; T. Hirtzlin; J. Arcamone; N. Castellani; D. Querlioz; M. Payvand; E. Vianello Synaptic metaplasticity with multi-level memristive devices, 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2023

Filippo Moro; E. Esmanhotto; T. Hirtzlin; N. Castellani; A. Trabelsi; T. Dalgaty; G. Molas; F. Andrieu; S. Brivio; S. Spiga; G. Indiveri; M. Payand; E. Vianello Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks, IEEE International Symposium on Circuits and Systems, 2022

Filippo Moro, Emmanuel Hardy, Bruno Fain, Thomas Dalgaty, Paul Clémençon, Alessio De Prà, Eduardo Esmanhotto, Niccolò Castellani, François Blard, François Gardien, Thomas Mesquida, François Rummens, David Esseni, Jérôme Casas, Giacomo Indiveri, Melika Payvand & Elisa Vianello Neuromorphic object localization using resistive memories and ultrasonic transducers, Nature Communications, 13:(95), 2022

Melika Payvand, Filippo Moro, Kumiko Nomura, Thomas Dalgaty, Elisa Vianello, Yoshifumi Nishi, Giacomo Indiveri Self-organization of an inhomogeneous memristive hardware for sequence learning, Nature Communications, 13:(5793), 2022

Yigit Demirag, Filippo Moro, Thomas Dalgaty, Gabriele Navarro, Charlotte Frenkel, Giacomo Indiveri, Elisa Vianello, Melika Payvand PCM-Trace: Scalable Synaptic Eligibility Traces with Resistivity Drift of Phase-Change Materials, 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 2021