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

Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks. - Filippo Moro; Eduardo Esmanhotto; Tifenn Hirtzlin; Niccolo Castellani; Ahmed Trabelsi; Thomas Dalgaty; Gabriel Molas; François Andrieu; Stefano Brivio; Sabina Spiga; Giacomo Indiveri; Melika Payvand; et al. (ISCAS, 2022)

Synaptic metaplasticity with multi-level memristive devices. - Simone D'Agostino; Filippo Moro; Tifenn Hirtzlin; Julien Arcamone; Niccolo Castellani; Damien Querlioz; Melika Payvand; Elisa Vianello (AICAS, 2023)

Dendritic Computation through Exploiting Resistive Memory as both Delays and Weights. - Melika Payvand; Simone D'Agostino; Filippo Moro; Yigit Demirag; Giacomo Indiveri; Elisa Vianello (ICONS, 2023)

DenRAM: Neuromorphic Dendritic Architecture with RRAM for Efficient Temporal Processing with Delays. - Simone D'Agostino; Filippo Moro; Tristan Torchet; Yigit Demirag; Laurent Grenouillet; Giacomo Indiveri; Elisa Vianello; Melika Payvand (CoRR, 2023)

The Role of Temporal Hierarchy in Spiking Neural Networks. - Filippo Moro; Pau Vilimelis Aceituno; Laura Kriener; Melika Payvand (CoRR, 2024)

Event-based Audio Prediction with Spectro-Temporal Event-Graphs. - Lars Rafeldt; Thomas Mesquida; Hiroshi Nakano; Manon Dampfhoffer; Filippo Moro; Pascal Vivet; Melika Payvand; Thomas Dalgaty (ISCAS, 2025)

MINIMALIST: switched-capacitor circuits for efficient in-memory computation of gated recurrent units. - Sebastian Billaudelle; Laura Kriener; Filippo Moro; Tristan Torchet; Melika Payvand (CoRR, 2025)

Quantizing Small-Scale State-Space Models for Edge AI. - Leo Zhao; Tristan Torchet; Melika Payvand; Laura Kriener; Filippo Moro (CoRR, 2025)

Unified Memcapacitor-Memristor Memory for Synaptic Weights and Neuron Temporal Dynamics. - Simone D'Agostino; Marco Massarotto; Tristan Torchet; Filippo Moro; Niccolo Castellani; Laurent Grenouillet; Yann Beilliard; David Esseni; Melika Payvand; Elisa Vianello (CoRR, 2025)