EC
Erika Covi
cs.ETcs.NEphysics.app-phcond-mat.mtrl-scimemristive devicesartificial synapsecs.AIcs.ARcs.SYedge computing
On Valency
published · living versionsW_z82m8dps·v1 · currentpublished
Hardware-Aware Model Inversion in Memristive Spiking Neural Networks
with Pablo Sorrentino, Fernando M. Quintana, Fatih Turkmen
1 version
Preprints & journals
21 papers in the corpus · 2016–2026A 0.5-V Linear Neuromorphic Voltage-to-Spike Encoder Using a Bulk-Driven Transconductor2604.09315v1 · Meysam Akbari, Erika Covi, Kea-Tiong Tang2026 · 0 citationsarXiv
Current pulse generator: A circuit for programming RRAM in current mode2602.24163v1 · Bojian Zhang, Paolo Gibertini, Meysam Akbari et al.2026 · 0 citationsarXiv
An Asynchronous Mixed-Signal Resonate-and-Fire Neuron2512.07361v1 · Giuseppe Leo, Paolo Gibertini, Irem Ilter et al.2025 · 0 citationsarXiv
Defect-Aware Physics-Based Compact Model for Ferroelectric nvCap: From TCAD Calibration to Circuit Co-Design2511.21267v2 · Luca Fehlings, Nihal Raut, Md. Hanif Ali et al.2025 · 0 citationsarXiv
Millisecond-scale Volatile Memory in HZO Ferroelectric Capacitors for Bio-inspired Temporal Computing2508.08973v1 · Luca Fehlings, Thomas Mikolajick, Beatriz Noheda et al.2025 · 0 citationsarXiv
Reliability of Capacitive Read in Arrays of Ferroelectric Capacitors2506.09480v1 · Luca Fehlings, Muhtasim Alam Chowdhury, Banafsheh Saber Latibari et al.2025 · 1 citationarXiv
Bruno: Backpropagation Running Undersampled for Novel device Optimization2505.17791v2 · Luca Fehlings, Bojian Zhang, Paolo Gibertini et al.2025 · 0 citationsarXiv
Heracles: A HfO2 Ferroelectric Capacitor Compact Model for Efficient Circuit Simulations2410.07791v2 · Luca Fehlings, Md Hanif Ali, Paolo Gibertini et al.2024 · 1 citationTransactions on Electron Devices, vol. 72, no. 11, pp. 6009-6014, Nov. 2025
Tunable Synaptic Working Memory with Volatile Memristive Devices2306.14691v1 · Saverio Ricci, David Kappel, Christian Tetzlaff et al.2023 · 10 citationsNeuromorphic Computing and Engineering 2023
A self-adaptive hardware with resistive switching synapses for experience-based neurocomputing.36944647 · Bianchi, S, Muñoz-Martin, I, Covi, E et al.2023 · 50 citationsNature communications. 2023;14(1):1565
Decision Making by a Neuromorphic Network of Volatile Resistive Switching Memories2211.03081v1 · Saverio Ricci, David Kappel, Christian Tetzlaff et al.2022 · 3 citations2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)
A Ferroelectric Tunnel Junction-based Integrate-and-Fire Neuron2211.02598v1 · Paolo Gibertini, Luca Fehlings, Suzanne Lancaster et al.2022 · 10 citations2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)
Improvement of FTJ on-current by work function engineering for massive parallel neuromorphic computing2209.10437v2 · Suzanne Lancaster, Quang T. Duong, Erika Covi et al.2022 · 13 citationsarXiv
Editorial: Emerging Technologies and Systems for Biologically Plausible Implementations of Neural Functions.35431784 · Covi, Erika, Donati, Elisa, Brivio, Stefano et al.2022 · 1 citationFrontiers in neuroscience. 2022;16:863680
A 120dB Programmable-Range On-Chip Pulse Generator for Characterizing Ferroelectric Devices2202.04049v1 · Shyam Narayanan, Erika Covi, Viktor Havel et al.2022 · 2 citations2022 IEEE International Symposium on Circuits and Systems (ISCAS)
Ferroelectric Tunneling Junctions for Edge Computing2107.01853v1 · Erika Covi, Quang T. Duong, Suzanne Lancaster et al.2021 · 19 citations2021 IEEE International Symposium on Circuits and Systems (ISCAS), 2021, pp. 1-5
Adaptive Extreme Edge Computing for Wearable Devices.34045939 · Covi, Erika, Donati, Elisa, Liang, Xiangpeng et al.2024 · 177 citationsFrontiers in neuroscience. 2021;15:611300
Stimulated Ionic Telegraph Noise in Filamentary Memristive Devices.30988321 · Brivio, Stefano, Frascaroli, Jacopo, Covi, Erika et al.2021 · 29 citationsScientific reports. 2019;9(1):6310
Extended memory lifetime in spiking neural networks employing memristive synapses with nonlinear conductance dynamics.30378572 · Brivio, S, Conti, D, Nair, M V et al.2020 · 41 citationsNanotechnology. 2019;30(1):015102
Evidence of soft bound behaviour in analogue memristive devices for neuromorphic computing.29740004 · Frascaroli, Jacopo, Brivio, Stefano, Covi, Erika et al.2019 · 85 citationsScientific reports. 2018;8(1):7178
Analog Memristive Synapse in Spiking Networks Implementing Unsupervised Learning.27826226 · Covi, Erika, Brivio, Stefano, Serb, Alexander et al.2020 · 181 citationsFrontiers in neuroscience. 2016;10:482
Career total: 72 works. 21 are in this corpus.
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