Elisa Vianello

According to our database1, Elisa Vianello authored at least 59 papers between 2012 and 2022.

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Bibliography

2022
2022 roadmap on neuromorphic computing and engineering.
Neuromorph. Comput. Eng., 2022

A CMOL-Like Memristor-CMOS Neuromorphic Chip-Core Demonstrating Stochastic Binary STDP.
CoRR, 2022

Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Experimental demonstration of Single-Level and Multi-Level-Cell RRAM-based In-Memory Computing with up to 16 parallel operations.
Proceedings of the IEEE International Reliability Physics Symposium, 2022

Frequency modulation of conductance level in PCM device for neuromorphic applications.
Proceedings of the 48th IEEE European Solid State Circuits Conference, 2022

2021
Implementation of Ternary Weights With Resistive RAM Using a Single Sense Operation Per Synapse.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

A Memristor-Based Bayesian Machine.
CoRR, 2021

Model of the Weak Reset Process in HfOx Resistive Memory for Deep Learning Frameworks.
CoRR, 2021

2021 Roadmap on Neuromorphic Computing and Engineering.
CoRR, 2021

Ex Situ Transfer of Bayesian Neural Networks to Resistive Memory-Based Inference Hardware.
Adv. Intell. Syst., 2021

Neuromorphic Low-Power Inference on Memristive Crossbars With On-Chip Offset Calibration.
IEEE Access, 2021

CAPC: A Configurable Analog Pop-Count Circuit for Near-Memory Binary Neural Networks.
Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

PCM-Trace: Scalable Synaptic Eligibility Traces with Resistivity Drift of Phase-Change Materials.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Harnessing intrinsic memristor randomness with Bayesian neural networks.
Proceedings of the International Conference on IC Design and Technology, 2021

Overcoming the Data Deluge Challenges with Greener Electronics.
Proceedings of the 51st IEEE European Solid-State Device Research Conference, 2021


2020
In-situ learning harnessing intrinsic resistive memory variability through Markov Chain Monte Carlo Sampling.
CoRR, 2020

Write Termination Circuits for RRAM: A Holistic Approach From Technology to Application Considerations.
IEEE Access, 2020

Analog Weight Updates with Compliance Current Modulation of Binary ReRAMs for On-Chip Learning.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Experimental Body-Input Three-Stage DC Offset Calibration Scheme for Memristive Crossbar.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Embracing the Unreliability of Memory Devices for Neuromorphic Computing.
Proceedings of the 2020 IEEE International Reliability Physics Symposium, 2020

Entropy source characterization in HfO2 RRAM for TRNG applications.
Proceedings of the 15th Design & Technology of Integrated Systems in Nanoscale Era, 2020

In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Low Power In-Memory Implementation of Ternary Neural Networks with Resistive RAM-Based Synapse.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019
Switching Event Detection and Self-Termination Programming Circuit for Energy Efficient ReRAM Memory Arrays.
IEEE Trans. Circuits Syst. II Express Briefs, 2019

Spiking Neural Networks Hardware Implementations and Challenges: A Survey.
ACM J. Emerg. Technol. Comput. Syst., 2019

Digital Biologically Plausible Implementation of Binarized Neural Networks with Differential Hafnium Oxide Resistive Memory Arrays.
CoRR, 2019

In-Memory and Error-Immune Differential RRAM Implementation of Binarized Deep Neural Networks.
CoRR, 2019

A 43pJ/Cycle Non-Volatile Microcontroller with 4.7μs Shutdown/Wake-up Integrating 2.3-bit/Cell Resistive RAM and Resilience Techniques.
Proceedings of the IEEE International Solid- State Circuits Conference, 2019

A Current Attenuator for Efficient Memristive Crossbars Read-Out.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Hybrid CMOS-RRAM Neurons with Intrinsic Plasticity.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Memory-Centric Neuromorphic Computing With Nanodevices.
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks.
Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018
Experimental Investigation of 4-kb RRAM Arrays Programming Conditions Suitable for TCAM.
IEEE Trans. Very Large Scale Integr. Syst., 2018

Neuromorphic Computing - From Robust Hardware Architectures to Testing Strategies.
Proceedings of the IFIP/IEEE International Conference on Very Large Scale Integration, 2018

Insect-Inspired Elementary Motion Detection Embracing Resistive Memory and Spiking Neural Networks.
Proceedings of the Biomimetic and Biohybrid Systems - 7th International Conference, 2018

Role of synaptic variability in spike-based neuromorphic circuits with unsupervised learning.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Sub-pJ consumption and short latency time in RRAM arrays for high endurance applications.
Proceedings of the IEEE International Reliability Physics Symposium, 2018

Metal Oxide Resistive Memory (OxRAM) and Phase Change Memory (PCM) as Artificial Synapses in Spiking Neural Networks.
Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018

Processing EMG signals using reservoir computing on an event-based neuromorphic system.
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018

2017
Correlated Effects on Forming and Retention of Al Doping in HfO<sub>2</sub>-Based RRAM.
IEEE Des. Test, 2017

Bioinspired Programming of Resistive Memory Devices for Implementing Spiking Neural Networks.
Proceedings of the on Great Lakes Symposium on VLSI 2017, 2017

Advances in the understanding of microscopic switching mechanisms in ReRAM devices (Invited paper).
Proceedings of the 47th European Solid-State Device Research Conference, 2017

2016
Real-time decoding of brain activity by embedded Spiking Neural Networks using OxRAM synapses.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Design considerations for reliable OxRAM-based non-volatile flip-flops in 28nm FD-SOI technology.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Impact of Si/Al implantation on the forming voltage and pre-forming conduction modes in HfO2 based OxRAM cells.
Proceedings of the 46th European Solid-State Device Research Conference, 2016

2015
On the impact of OxRAM-based synapses variability on convolutional neural networks performance.
Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

Emerging resistive memories for low power embedded applications and neuromorphic systems.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Benefit of Al2O3/HfO2 bilayer for BEOL RRAM integration through 16kb memory cut characterization.
Proceedings of the 45th European Solid State Device Research Conference, 2015

2014
OxRAM-based non volatile flip-flop in 28nm FDSOI.
Proceedings of the IEEE 12th International New Circuits and Systems Conference, 2014

Resistive memories: Which applications?
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

2013
Stochastic neuron design using conductive bridge RAM.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2013

A hybrid CBRAM/CMOS Look-Up-Table structure for improving performance efficiency of Field-Programmable-Gate-Array.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Back-end 3D integration of HfO2-based RRAMs for low-voltage advanced IC digital design.
Proceedings of 2013 International Conference on IC Design & Technology, 2013

A CBRAM-based compact interconnect switch for non-volatile reconfigurable logic circuits.
Proceedings of 2013 International Conference on IC Design & Technology, 2013

On the forming-free operation of HfOx based RRAM devices: Experiments and ab initio calculations.
Proceedings of the European Solid-State Device Research Conference, 2013

Understanding the conduction mechanism of the chalcogenide Ag2S silver-doped through ab initio simulation.
Proceedings of the European Solid-State Device Research Conference, 2013

A novel HfO2-GeS2-Ag based conductive bridge RAM for reconfigurable logic applications.
Proceedings of the European Solid-State Device Research Conference, 2013

2012
On the impact of Ag doping on performance and reliability of GeS2-based Conductive Bridge Memories.
Proceedings of the 2012 European Solid-State Device Research Conference, 2012


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