News & Events

Our lab manager Ilan Lipschutz talked about the research in our lab and our students presented posters about their work.

This time, while bringing together industry and academia, the event focused on "How AI is Affecting Computer Hardware Development and What Can We Expect in the Future?"

Congrats Orian, great presentations and you did such an amazing job in your research! 👏 👏 👏

Congrats Rotem, great presentations and you did such an amazing job in your research! 👏 👏 👏

Our research group met today for a delicious dinner together in Haifa. This was a good moment to talk about research and new ideas and share about moments in our lives - all this in a very nice atmosphere different from the daily routine.

Prof. Shahar Kvatinsky gave a talk on "On Device Machine Learning With Memristors in the Neuromorphic Era". And our students Duna Wattad and Rishona Daniels presented their work in the 3rd annual physical meeting of the NEU-ChiP project.

The paper introduces a 1S1R model tailored to a VO2-based selector and TiN/TiOx/HfOx/Pt RRAM device. We present simulations of 1R and 1S1R arrays, incorporating all parasitic parameters, across a range of array sizes from 4 × 4 to 512 × 512. We evaluate the performance of Memristor-Aided Logic (MAGIC) gates in terms of switching delay, power consumption, and readout margin, and provide a comparative evaluation with passive 1R arrays.

So what research topics we prepared for our presentations this time?

The paper proposes a concealable RRAM PUF based on an RRAM crossbar array, utilizing the differential resistive switching characteristics of two RRAMs to generate keys. This RRAM PUF is compatible with in-memory computing (IMC), and they can be implemented using the same RRAM crossbar array.