Memristors and Memristive Systems
Emerging Non-Volatile Memory Technologies (NVM)
What is it?
Memristor Models for SPICE - here you can find code for memristor models for SPICE and MATLAB
Interesting References and Links
Full Reference List
Memristor Conferences and Events
What is it?
Any Electrical Engineering student is familiar with the fundamental passive circuit elements: the resistor, the capacitor and the inductor.
However, in 1971 Leon Chua (a Professor from UC Berkley) reasoned from symmetry arguments that there should be a fourth fundamental element, which he called a memristor (short for memory resistor).
Although he showed that such an element has many interesting and valuable circuit properties, until 2008 no one has presented either a useful physical model or an example of a memristor.
In 2008 HP (Hewlett-Packard) Labs announced that they succeeded to fabricate the missing memristor. Since then the interest in this device and its applications is rising and several more memristors were "found" (including RRAM, STT-MRAM, Phase-Change Memory, and spintronics).
The memristor may allow extension of
Memory can be implemented in all levels (cache, main memory and storage) with memristor-based memory and those applications can solve the current leakage problem and be the next generation nonvolatile memory.
There are many other potential applications with memristors including artificial intelligence, analog computing and brain-like circuits, detector of pollution in mobile devices, new approaches for logic and much more.
The memristor and memristive systems research is developing in a fast pace. In the coming graph you can see how fast it is in terms of the number of related published papers each year (according to Google Scholar, updated in 4/08/2013).
If you are interested in memristors and their applications and you want to share ideas and information - contact me.
My Research about Memristor-based Circuits and Architectures
I am working on memristor-based applications both at circuit and architecture levels.
Right now I am working on several projects - memristor modeling, memristor-based logic design, and computer architecture in the memristor era (Memory-Intensive Computing).
We organized a workshop on memristors on 7th March, 2012 at the Technion. The program and the presentations can be found here. I talked about "Memristor-based Logic Circuit Design." (my talk). All the lectures are in YouTube.
My Publications about Memristors
S. Kvatinsky, E. G. Friedman, A. Kolodny, and U. C. Weiser, "TEAM
- ThrEshold Adaptive Memristor Model,"
IEEE Transactions on Circuits and Systems I: Regular
Vol. 60, No. 1, pp. 211-221, January 2013.
R. Patel, S. Kvatinsky, E. G. Friedman, and A. Kolodny, "Multistate Register Based on Resistive RAM," IEEE Transactions on Very Large Scale Integration (VLSI), (in press). pdf
S. Kvatinsky, D. Belousov, S. Liman, G. Satat, N. Wald, E. G. Friedman, A. Kolodny, and U. C. Weiser, "MAGIC – Memristor Aided LoGIC," IEEE Transactions on Circuits and Systems II: Express Briefs (in press). pdf
Y. Cassuto, S. Kvatinsky, and E. Yaakobi, "Information-Theoretic Sneak Path Mitigation in Memristor Crossbar Arrays," IEEE Transaction on Information Theory (in review). pdf
Refereed Conference Papers
Y. Cassuto, S. Kvatinsky, and E. Yaakobi, "Sneak-Path Constraints in Memristor Crossbar Arrays," Proceeding of the Annual Non-Volatile Memories Workshop, March 2013.
Y. Cassuto, S. Kvatinsky, and E. Yaakobi, "Sneak-Path Constraints in Memristor Crossbar Arrays," Proceedings of the IEEE International Symposium on Information Theory, pp. 156-160, July 2013. pdf
S. Kvatinsky, E. G. Friedman, A. Kolodny, and U. C. Weiser, "Memory Intensive Computing," Proceeding of the Annual Non-Volatile Memories Workshop, March 2014.
Y. Cassuto, S. Kvatinsky, and E. Yaakobi, "On the Channel Induced by Sneak-Path Errors in Memristor Arrays," Proceedings of the International Conference on Signal Processing and Communication, July 2014 (in press). pdf
S. Kvatinsky, Y. H. Nacson, R. Patel, Y. Etsion, E. G. Friedman, A. Kolodny, and U. C. Weiser, "Memristive Multistate Pipeline Register," Proceedings of the International Cellular Nanoscale Networks and their Applications, July 2014.
S. Kvatinsky, E.G. Friedman, A. Kolodny, and U.C. Weiser, "Memristor-based IMPLY Logic Design Procedure," CCIT Technical Report #795, August 2011.
S. Kvatinsky, K. Talisveyberg, D. Fliter, E. G. Friedman,
A. Kolodny, and U. C. Weiser, "Verilog-A for Memristor Models," CCIT
Technical Report #801, December 2011.
S. Kvatinsky, E. G. Friedman, A. Kolodny, and U. C. Weiser,
"TEAM - ThrEshold Adaptive Memristor Model," CCIT Technical Report
#804, January 2012.
D. Soudry, D. Di Castro, A. Gal, A. Kolodny, and S. Kvatinsky, "Memristor-based Multilayer Neural Networks with Online Gradient Descent Training," CCIT Technical Report #840, September 2013.
S. Kvatinsky, M. Ramadan, E. G. Friedman, and A. Kolodny, "VTEAM - A General Model for Voltage Controlled Memristors," CCIT Technical Report #856, April 2014.
S. Kvatinsky, E. G. Friedman, A. Kolodny, and U. C. Weiser, "The Desired Memristor for Circuit Designers," IEEE Circuits and Systems Magazine, second quarter, Vol. 13, No. 2, pp. 17-22, second quarter 2013. pdf
Talks on Memristors
S. Kvatinsky, E. G. Friedman, A. Kolodny and U.C. Weiser, "Memristors and Related Applications," The International Conference of the Israeli Semiconductor Industry (ChipEx 2011), May 2011.
S. Kvatinsky, "Memristor-based Logic Circuit Design," IEEE/ACRC Workshop on Memristors and Resistive Memory: Devices and Applications, March 2012. Presentation YouTube
S. Kvatinsky, E. G. Friedman, A. Kolodny and U.C. Weiser, "The Desired Memristor for Circuit Designers," Nature Conference on Frontiers in Electronic Materials, June 2012. Presentation Abstract
S. Kvatinsky, "Memristors - Not Just Memory," The Annual Conference of the Israeli Semiconductor Industry (ChipEx 2013), May 2013. Presentation Best Lecture Award.
S. Kvatinsky, "Building the Computers of the Future - A Talk about Resistors, Memory, and More," Jacobs Showcase Lecture Series: Much is New Under the Sun, Technion - Israel Institute of Technology, Haifa, Israel, November 2013. Presentation Abstract Poster
S. Kvatinsky, "Memory Intensive Computing," HiPEAC 2014, Vienna, Austria, January 2014. Presentation
S. Kvatinsky, "Memory Intensive Computing," DATE 2014, Dresden, Germany, March 2014.
Memristor B.Sc. Projects
Interesting References and Links about Memristors
Here are some interesting and basic links about memristors. Those links are good for a start.
Memristors on Wikipedia.
Memristor website: http://www.memristor.org/
Chua's original paper on memristors. pdf
HP's paper about "the missing memristor found". pdf
Overview on STT-MRAM. pdf
A paper about memristor-based memory. pdf
Interesting presentations from IEDM 2011. HP Wasser
ACRC workshop in the Technion, March 2012 schedule and presentations
Full Reference List
In this link you can find many papers that I read and found interesting.
Conferences with memristors sessions
In this section, I publish conferences about memristors, conferences with sessions about memristors or conferences with interesting presentations about memristors.
You are welcome to send me details about coming relevant conferences that you are familiar with.
2014 Fourth Memristor and Memristive Symposium and CNNA 2014, 28th July 2014, Notre Dame, IN, USA.
DATE 2014, special workshop on "Memristor Science and Technology," 28th March 2014, Dresden, Germany.
MemTDAC 2014, 22nd January, 2014, Vienna, Austria.
ICECS 2013, special session about memristors, 8-11 December 2013, Abu Dhabi, UAE.
Workshop on “Memristor-based Systems for Neuromorphic Applications”, September 16-17, 2013, Torino, Italy.
"Non-Volatile Emerging Memories" Colloquium , June 7th, 2013, Nantes, France.
MemCo Workshop, "Memristors for Computing", 19-21 November 2012, Frejus, France.
2nd International Workshop on Resistive RAM, 8-9 October 2012, Stanford, CA, USA.
ICNAAM 2012, Kos, Greece, 19-25 September, 2012 - hold a symposium on "Memristor-based Neuromorphic Circuits and Unconventional Computing."
2012 Third Memristor and Memristive Systems Symposium and CNNA 2012, 28-31 August 2012, Turin, Italy - holds a special symposium and three special sessions.
Nature Conference, Frontiers in Electronic Materials: Correlation Effects and Memristive Phenomena, June 17-20, 2012, Eurogress Aachen, Aachen, Germany.
ISCAS 2012, Seoul, South Korea, 20-23 May, 2012 - holds a session on "Memristors and Memristive Systems."
ACRC Workshop on memristors and resistive memory, 7th March, 2012, Technion, Haifa, Israel.
ICCD 2011, Amherst, Massachusetts, 10-13 October, 2011 - holds a session about memristors.
Flash Memory Summit 2011, Santa Clara, California, 8-11 August, 2011 - holds a session about RRAM.
ICIC 2011, Zhengzhou, Henan Province, China, August 11-14, 2011 - holds a special session on 'Modeling, Theory and Application of Memristor-based Systems'.
ICECS 2010, Athens, Greece, December 12-15, 2010 - holds a session on 'Memristive Devices and Applications'.
ISCAS 2010, Paris, France, May 30th - June 2nd, 2010 - holds two sessions - 'Memristors and Memristive Systems – From Devices to Applications', and 'Memristor Fabrication/Experimentation'.
2008 First Memristor and Memristive Systems Symposium, UC Berkeley, November 21st, 2008 - the link follows to the video of the conference.