| Hybrid neuromorphic circuits exploiting non-conventional properties of RRAM for massively parallel local plasticity mechanisms T Dalgaty, M Payvand, F Moro, DRB Ly, F Pebay-Peyroula, J Casas, ... APL Materials 7 (8), 2019 | 43 | 2019 |
| Self-organization of an inhomogeneous memristive hardware for sequence learning M Payvand, F Moro, K Nomura, T Dalgaty, E Vianello, Y Nishi, G Indiveri Nature communications 13 (1), 5793, 2022 | 40 | 2022 |
| Neuromorphic object localization using resistive memories and ultrasonic transducers F Moro, E Hardy, B Fain, T Dalgaty, P Clémençon, A De Prà, ... Nature communications 13 (1), 3506, 2022 | 39 | 2022 |
| PCM-trace: scalable synaptic eligibility traces with resistivity drift of phase-change materials Y Demirağ, F Moro, T Dalgaty, G Navarro, C Frenkel, G Indiveri, ... 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | 36 | 2021 |
| Mosaic: in-memory computing and routing for small-world spike-based neuromorphic systems T Dalgaty, F Moro, Y Demirağ, A De Pra, G Indiveri, E Vianello, ... Nature Communications 15 (1), 142, 2024 | 31 | 2024 |
| DenRAM: neuromorphic dendritic architecture with RRAM for efficient temporal processing with delays S D’agostino, F Moro, T Torchet, Y Demirağ, L Grenouillet, N Castellani, ... Nature communications 15 (1), 3446, 2024 | 25 | 2024 |
| Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks F Moro, E Esmanhotto, T Hirtzlin, N Castellani, A Trabelsi, T Dalgaty, ... 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 380-383, 2022 | 21 | 2022 |
| Dendritic computation through exploiting resistive memory as both delays and weights M Payvand, S d'Agostino, F Moro, Y Demirag, G Indiveri, E Vianello Proceedings of the 2023 International Conference on Neuromorphic Systems, 1-4, 2023 | 6 | 2023 |
| Synaptic metaplasticity with multi-level memristive devices S D’Agostino, F Moro, T Hirtzlin, J Arcamone, N Castellani, D Querlioz, ... 2023 IEEE 5th International Conference on Artificial Intelligence Circuits …, 2023 | 5 | 2023 |
| The neuromorphic Mosaic: re-configurable in-memory small-world graphs T Dalgaty, F Moro, A De Pra, G Indiveri, E Vianello, M Payvand | 4 | 2021 |
| The Role of Temporal Hierarchy in Spiking Neural Networks F Moro, PV Aceituno, L Kriener, M Payvand arXiv preprint arXiv:2407.18838, 2024 | 3 | 2024 |
| The neuromorphic Mosaic: in-memory computing and routing for small-world graphical networks T Dalgaty, F Moro, Y Demirağ, A De Pra, G Indiveri, E Vianello, ... | 2 | 2023 |
| MEMSORN: Self-organization of an inhomogeneous memristive hardware for sequence learning M Payvand, F Moro, K Nomura, T Dalgaty, E Vianello, Y Nishi, G Indiveri Research Square, 2021 | 2 | 2021 |
| Circuit and method for spike time dependent plasticity T Dalgaty, E Vianello, M Filippo, G Indiveri, M Payvand US Patent App. 17/454,373, 2022 | 1 | 2022 |
| In-memory Reservoir Computing: exploiting memristive devices in Spiking Neural Networks F Moro Politecnico di Torino, 2019 | 1 | 2019 |
| Neural network circuit with delay line M Filippo, E Vianello, S D'agostino, G Indiveri, M Payvand US Patent App. 18/491,017, 2024 | | 2024 |
| Memristive analog computing and innovative sensors for neuromorphic systems F Moro Université Grenoble Alpes [2020-....], 2023 | | 2023 |
| Synapse circuit for three-factor learning T Dalgaty, E Vianello, G Indiveri, M Payvand, Y Demirag, M Filippo US Patent App. 17/454,435, 2022 | | 2022 |
| PCM-trace: Scalable Synaptic Eligibility Traces with Rartesistivity Drift of Phase-Change Materials Y Demirağ, F Moro, T Dalgaty, G Navarro, C Frenkel, G Indiveri, ... 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | | 2021 |
| Few-shot learning on brain-inspired small-world graphical hardware KC Raghunathan, Y Demirag, F Moro, E Neftci, M Payvand | | |
Melika PayvandAssistant Professor at Institute of Neuroinformatics, UZH and ETH ZurichCorreu electrònic verificat a ini.uzh.ch