Tuesday, 16 February 2021

PCM-trace paper accepted to ISCAS 2021

PCM-trace is our new neuromorphic building block, which exploits the drift behavior of phase-change materials to implement long lasting eligibility traces, a critical ingredient of spike-based learning rules. The paper describing this novel solution has been accepted to the IEEE International Symposium on Circuits and Systems (ISCAS) 2021 (PDF).

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Monday, 23 November 2020

Accelerating Spiking Neural Networks using Memristive Crossbar Arrays

Our results on the usage of phase-change memory devices in spiking neural networks were published in the 27th IEEE International Conference on Electronics, Circuits and Systems (PDF).

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Sunday, 15 November 2020

Paper accepted for NeurIPS 2020

A paper on the integration of brain-like memory in deep neural network models was accepted for publication in the Proceedings of Advances in Neural Information Processing Systems 2020 (PDF).

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Thursday, 1 October 2020

Bidirectional Volatile Signatures of Metal–Oxide Memristors

Results of our comprehensive study for characterizing the relaxation dynamics of TiOx resistive RAM (RRAM) devices within a predefined volatility framework have been published (Part I: Characterization). In part II of this study, we have also presented a modeling framework that can account for RRAM relaxation characteristics (Part II: Modeling).

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Wednesday, 25 March 2020

Website launched

The website for the SMALL project has been launched! Be sure to check regularly the news section to stay updated about the progress of the project.

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