Daniele Ielmini
Orcid: 0000-0002-1853-1614
According to our database1,
Daniele Ielmini
authored at least 69 papers
between 2003 and 2024.
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Bibliography
2024
IEEE Trans. Circuits Syst. II Express Briefs, April, 2024
Binary-Stochasticity-Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better-than-Software Accuracy.
Adv. Intell. Syst., January, 2024
2023
Neuromorph. Comput. Eng., December, 2023
A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures.
CoRR, 2023
CoRR, 2023
Binary stochasticity enabled highly efficient neuromorphic deep learning achieves better-than-software accuracy.
CoRR, 2023
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023
Accelerating massive MIMO in 6G communications by analog in-memory computing circuits.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Proceedings of the IEEE International Reliability Physics Symposium, 2023
Enhancing reliability of a strong physical unclonable function (PUF) solution based on virgin-state phase change memory (PCM).
Proceedings of the IEEE International Reliability Physics Symposium, 2023
In-memory neural network accelerator based on phase change memory (PCM) with one-selector/one-resistor (1S1R) structure operated in the subthreshold regime.
Proceedings of the IEEE International Memory Workshop, 2023
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
2022
Neuromorph. Comput. Eng., December, 2022
IEEE Trans. Circuits Syst. II Express Briefs, 2022
Neuromorph. Comput. Eng., 2022
An Analogue In-Memory Ridge Regression Circuit With Application to Massive MIMO Acceleration.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2022
CoRR, 2022
Forming-Free Resistive Switching Memory Crosspoint Arrays for In-Memory Machine Learning.
Adv. Intell. Syst., 2022
End-to-end modeling of variability-aware neural networks based on resistive-switching memory arrays.
Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022
Proceedings of the 17th Conference on Ph.D Research in Microelectronics and Electronics, 2022
Experimental verification and benchmark of in-memory principal component analysis by crosspoint arrays of resistive switching memory.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022
Mitigating read-program variation and IR drop by circuit architecture in RRAM-based neural network accelerators.
Proceedings of the IEEE International Reliability Physics Symposium, 2022
Statistical model of program/verify algorithms in resistive-switching memories for in-memory neural network accelerators.
Proceedings of the IEEE International Reliability Physics Symposium, 2022
Proceedings of the IEEE International Memory Workshop, 2022
Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022
Characterization of reset state through energy activation study in Ge-GST based ePCM.
Proceedings of the 52nd IEEE European Solid-State Device Research Conference, 2022
Thermal switching of TiO<sub>2</sub>-based RRAM for parameter extraction and neuromorphic engineering.
Proceedings of the 48th IEEE European Solid State Circuits Conference, 2022
Low-current, highly linear synaptic memory device based on MoS<sup>2</sup> transistors for online training and inference.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022
2021
IEEE Trans. Circuits Syst. I Regul. Pap., 2021
A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021
Neuromorphic Motion Detection and Orientation Selectivity by Volatile Resistive Switching Memories.
Adv. Intell. Syst., 2021
Conductance variations and their impact on the precision of in-memory computing with resistive switching memory (RRAM).
Proceedings of the IEEE International Reliability Physics Symposium, 2021
Proceedings of the IEEE International Reliability Physics Symposium, 2021
Proceedings of the IEEE International Memory Workshop, 2021
Proceedings of the 51st IEEE European Solid-State Device Research Conference, 2021
2020
CoRR, 2020
Brain-Inspired Structural Plasticity through Reweighting and Rewiring in Multi-Terminal Self-Organizing Memristive Nanowire Networks.
Adv. Intell. Syst., 2020
A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
Hardware Implementation of PCM-Based Neurons with Self-Regulating Threshold for Homeostatic Scaling in Unsupervised Learning.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
A Bio-Inspired Recurrent Neural Network with Self-Adaptive Neurons and PCM Synapses for Solving Reinforcement Learning Tasks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
In-memory PageRank using a Crosspoint Array of Resistive Switching Memory (RRAM) devices.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020
2019
Self-organizing memristive nanowire networks with structural plasticity emulate biological neuronal circuits.
CoRR, 2019
Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses.
Proceedings of the 2019 Symposium on VLSI Circuits, Kyoto, Japan, June 9-14, 2019, 2019
A compact model of stochastic switching in STT magnetic RAM for memory and computing.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2019
Proceedings of the 2019 IEEE International Conference on Rebooting Computing, 2019
Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019
Proceedings of the 49th European Solid-State Device Research Conference, 2019
Proceedings of the 49th European Solid-State Device Research Conference, 2019
Proceedings of the Device Research Conference, 2019
Proceedings of the Handbook of Memristor Networks., 2019
2018
A 4-Transistors/1-Resistor Hybrid Synapse Based on Resistive Switching Memory (RRAM) Capable of Spike-Rate-Dependent Plasticity (SRDP).
IEEE Trans. Very Large Scale Integr. Syst., 2018
Stochastic Learning in Neuromorphic Hardware via Spike Timing Dependent Plasticity With RRAM Synapses.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2018
Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Bipolar-switching operated phase change memory (PCM) for improved high-temperature reliability.
Proceedings of the 46th European Solid-State Device Research Conference, 2016
2015
True Random Number Generation by Variability of Resistive Switching in Oxide-Based Devices.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2015
Proceedings of the IEEE International Reliability Physics Symposium, 2015
Proceedings of the IEEE International Reliability Physics Symposium, 2015
2014
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014
Proceedings of the 44th European Solid State Device Research Conference, 2014
Analytical modelling and leakage optimization in complementary resistive switch (CRS) crossbar arrays.
Proceedings of the 44th European Solid State Device Research Conference, 2014
2003
Microelectron. Reliab., 2003