Publications:

Book ChaptersJournalsConferencesTechnical ReportsMagazinesPatentsSelected TalksAll PublicationsN. Talati, R. Ben-Hur, N. Wald, A. Haj Ali, J. Reuben, and S. Kvatinsky, "mMPU – A Real Processing-in-Memory Architecture to Combat the von Neumann Bottleneck", Applications of Emerging Memory Technology, The Springer Series in Advanced Microelectronics, M. Suri (Ed.), Springer, Chapter 8, pp. 191-213, 2020.

J. Reuben, R. Ben Hur, N. Wald, N. Talati, A. Haj Ali, P.-E. Gaillardon, and S. Kvatinsky, "A Taxonomy and Evaluation Framework for Memristive Logic", Handbook of Memristor Networks, L. O. Chua, G. Sirakoulis, A. Adamatzky (Eds.), pp. 1065-1099 Springer 2019

N. Wald, E. Amrany, A. Drory, and S. Kvatinsky, "Logic with Unipolar Memristors: Circuits and Design Methodology", VLSI-SoC: System-on-Chip in the Nanoscale Era – Design, Verification and Reliability, IFIP Advances in Information and Communication Technology, T. Hollstein, J. Raik, S. Kostin, A. Tšertov, I. O'Connor, R. Reis (Eds.), Springer, Vol. 508, Chapter 2, pp. 24-40, 2017.

H. Abo Hanna, L. Danial, S. Kvatinsky, and R. Daniel, "Cytomorphic Electronics with Memristors for Modeling Fundamental Genetic Circuits", IEEE Transactions on Biomedical Circuits and Systems, 2019

L. Danial, E. Pikhay, E. Herbelin, N. Wainstein, V. Gupta, N. Wald, Y. Roizin, R. Daniel, and S. Kvatinsky, "A Low-Power Memristive Operation Mode of Two-Terminal Floating-Gate Transistors for Analogue Neuromorphic Computing", Nature Electronics

R. Ben-Hur, R. Ronen, A. Haj-Ali, D. Bhattacharjee, A. Eliahu, N. Peled, and S. Kvatinsky, "SIMPLER MAGIC: Synthesis and Mapping of In-Memory Logic Executed in a Single Row to Improve Throughput", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

B. Perach and S. Kvatinsky, "An Asynchronous and Low-Power True Random Number Generator using STT-MTJ", IEEE Transactions on Very Large Scale Integration Systems, Vol. 27, No. 11, pp. 2473-2484, November 2019.

M. Ramadan, N. Wainstein, R. Ginosar, S. Kvatinsky, "Adaptive Programming in Multi-Level Cell ReRAM", Microelectronics Journal, Vol. 90, pp. 169-180, August 2019.

N. Wald and S. Kvatinsky, "Understanding the influence of device, circuit and environmental variations on real processing in memristive memory using Memristor Aided Logic", Microelectronics Journal, Vol. 86, pp. 22-33, April 2019

T. Greenberg, R. Mazor, A. Haj-Ali, and S. Kvatinsky, "Supporting the Momentum Training Algorithm Using a Memristor-Based Synapse", IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 66, No. 4, pp. 1571-1583, April 2019.

E. Giacomin, T. Greenberg, S. Kvatinsky, and P.-E. Gaillardon, "A Robust Digital RRAM-based Convolutional Block for Low-Power Image Processing and Learning Applications", IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 62, No. 2, pp. 643-654, February 2019.

N. Talati, H. Ha, B. Perach, R. Ronen, and S. Kvatinsky, "CONCEPT: A Column Oriented Memory Controller for Efficient Memory and PIM Operations in RRAM", IEEE Micro, Vol. 39, No. 1, pp. 33-43, January/February 2019.

A. Haj-Ali, R. Ben-Hur, N. Wald, R. Ronen, and S. Kvatinsky, "IMAGING-In-Memory AlGorithms for Image processiNG", IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 65, No 12, pp. 4258-4271, December 2018.

L. Danial, N. Wainstein, S. Kraus, and S. Kvatinsky, "Breaking Through the Speed-Power-Accuracy Tradeoff in ADCs using a Memristive Neuromorphic Architecture", IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 2, No.5, pp. 396-409, October 2018.

N. Wainstein and S. Kvatinsky, "A Lumped RF Model for Nanoscale Memristive Devices and Non-Volatile Single-Pole Double-Throw Switches", IEEE Transactions on Nanotechnology, vol. 17, no. 5, pp. 873-883, September 2018.

A. Haj Ali, R. Ben Hur, N. Wald, R. Ronen, and S. Kvatinsky, "Not in Name Alone: A Memristive Memory Processing Unit for Real In-Memory Processing", IEEE Micro, Vol. 38, No. 5, pp. 13-21, September/October 2018.

N. Wainstein and S. Kvatinsky, "TIME – Tunable Inductors using MEmristors", IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 65, No. 5, pp. 1505-1515, May 2018.

L. Danial, N. Wainstein, S. Kraus, and S. Kvatinsky, "DIDACTIC: A Data-Intelligent Digital-to-Analog Converter with a Trainable Integrated Circuit using Memristors", IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Vol. 8, No. 1, pp. 146-158, March 2018.

A. Doz, I. Goldstein, and S. Kvatinsky, "Analysis of the Row Grounding Method in a Memristor-Based Crossbar Array", International Journal of Circuit Theory and Applications, Vol. 46, No. 1, pp. 122-137, January 2018

A. Pedram, S. Richardson, S. Galal, S. Kvatinsky and M. Horowitz, "Dark Memory and Accelerator-Rich System Optimization in the Dark Silicon Era", IEEE Design and Test, Vol. 34, No. 2, pp. 39-50, April 2017

Y. Cassuto, S. Kvatinsky, and E. Yaakobi, "Information-Theoretic Sneak Path Mitigation in Memristor Crossbar Arrays", IEEE Transaction on Information Theory, Vol. 62, No. 9, pp. 4801-4814, September 2016.

N. Talati, S. Gupta, P. Mane, and S. Kvatinsky, "Logic Design within Memristive Memories Using Memristor Aided loGIC (MAGIC)", IEEE Transactions on Nanotechnology, Vol. 15, No. 4, pp. 635-650, July 2016

A. Morad, L. Yavits, S. Kvatinsky, and R. Ginosar, "Resistive GP-SIMD Processing In-Memory", ACM Transactions on Architecture and Code Optimization, Vol. 12, No. 4, Article 57, January 2016

L. Yavits, S. Kvatinsky, A. Morad, and R. Ginosar, "Resistive Associative Processor", IEEE Computer Architecture Letters, Vol. 14, No. 2, July-December 2015

Best of CAL winner 2015

D. Soudry, D. Di Castro, A. Gal, A. Kolodny, and S. Kvatinsky, "Memristor-based Multilayer Neural Networks with Online Gradient Descent Training", IEEE Transactions on Neural Networks and Learning Systems , Vol. 26, No. 10, pp. 2408-2421, October 2015

R. Patel, S. Kvatinsky, E. G. Friedman, and A. Kolodny, "Multistate Register Based on Resistive RAM", IEEE Transactions on Very Large Scale Integration (VLSI), Vol. 23, No. 9, pp. 1750-1759, September 2015

S. Kvatinsky, M. Ramadan, E. G. Friedman, and A. Kolodny, "VTEAM – A General Model for Voltage Controlled Memristor", Transactions on Circuits and Systems II: Express Briefs, Vol. 62, No. 8, pp. 786-790, August 2015

Y. Levy, J. Bruk, Y. Cassuto, E. G. Friedman, A. Kolodny, E. Yaacobi, and S. Kvatinsky, "Logic Operation in Memory Using a Memristive Akers Array", Microelectronics Journal, Vol. 45, No. 11, pp. 1429-1437, November 2014

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, Vol. 61, No. 11, pp. 895- 899, November 2014.

S. Kvatinsky, N. Wald, G. Satat, E. G. Friedman, A. Kolodny, and U. C. Weiser, "Memristor-based Material Implication (IMPLY) Logic: Design Principles and Methodologies", IEEE Transactions on Very Large Scale Integration (VLSI), Vol. 22, No. 10, pp. 2054-2066, October 2014

S. Kvatinsky, Y. H. Nacson, Y. Etsion, E. G. Friedman, A. Kolodny, and U. C. Weiser, "Memristor-based Multithreading", IEEE Computer Architecture Letters, Vol. 13, No. 1, pp. 41-44, January-June 2014

L. Danial, K. Sharma, and S. Kvatinsky, "A Pipelined Memristive Neural Network Analog-to-Digital Converter", Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), May 2020

N. Wainstein, G. Ankonina, S. Kvatinsky, and E. Yalon, "Nanosecond Probing of Phase Transition Properties in Chalcogenides using Embedded Heater-Thermometer", Proceedings of the Materials Research Society Spring Meeting, April 2020

. L. Danial, V. Gupta, E. Pikhay, Y. Roizin, and S. Kvatinsky, "Modeling a Floating-Gate Memristive Device for Computer Aided Design of Neuromorphic Integrated Circuits", Proceedings of the Design, Automation and Testing in Europe, March 2020 (in press)

B. Hoffer J. Louis and S. Kvatinsky, "Performing Memristor-Aided Logic (MAGIC) using STT-MRAM", ICECS 2019

L. Daniel, K. Sharma, S. Dwivedi, and S. Kvatinsky , "Logarithmic Neural Network Data Converters Using Memristors for Biomedical Applications", IEEE Biomedical Circuits and Systems (BioCAS), October 2019

J. Vieira, E. Giacomin, Y. Qureshi, M. Zapater, X. Tang, S. Kvatinsky, D. Atienza, and P.-E. Gaillardon, "A Product Engine for Energy-Efficient Execution of Binary Neural Networks Using Resistive Memories", Proceedings of the IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), October 2019 (in press).

S. Kvatinsky, "Real Processing-in-Memory with Memristive Memory Processing Unit (mMPU)", Proceeding of the IEEE International Conference on Application-Specific Systems, Architectures and Processors, July 2019 (in press).

M. Ottavi, V. Gupta, S. Khandelwal, S. Kvatinsky, J. Mathew, E. Martinelli, and A. Jabir, "The Missing Applications Found: Robust Design Techniques and Novel Uses of Memristors", Proceedings of IEEE International Symposium on On-Line Testing and Robust System Design, July 2019 (in press).

N. Wainstein, T. Tsabari, Y. Goldin, E. Yalon and S. Kvatinsky, "A Dual-Band CMOS Low-Noise Amplifier using Memristor-Based Tunable Inductors", Proceedings of the IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2019

L. Danial, S. Thomas, and S. Kvatinsky, "Delta-Sigma Modulation Neurons for High-Precision Training of Memristive Synapses in Deep Neural Networks", Proceedings of the International Symposium on Circuits and Architectures, pp. 1-5, May 2019

B. Perach and S. Kvatinsky, "STT-ANGIE: Asynchronous True Random Number GEnerator Using STT-MTJ", roceedings of the Design, Automation and Test in Europe, March 2019

H. Abo-Hanna, L. Danial, S. Kvatinsky , and R. Daniel, "Memristors as Artificial Biochemical Reactions in Cytomorphic Systems", ICSEEI2018

L. Danial and S. Kvatinsky, "Real-Time Trainable Data Converters for General Purpose Applications", Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, July 2018 (in press).

G. C. Adam, R. Badulescu, S. Iordanescu, N. Wainstein, and S. Kvatinsky, "A TiO2 – Based Radio Frequency Resistive Switch", Proceedings of the International Conference on Electron, Ion, and Photon Beam Technology and Nanofabrication, June 2018

A. Haj-Ali, R. Ben-Hur, N. Wald, and S. Kvatinsky, "Efficient Algorithms for In-Memory Fixed Point Multiplication Using MAGIC", Proceeding of the IEEE International Symposium on Circuits and Systems (ISCAS), June 2018 (in press).

N. Talati, A. Haj Ali, R. Ben Hur, N. Wald, R. Ronen, P.E. Gaillardon, and S. Kvatinsky, "Practical Challenges in Delivering the Promises of Real Processing-in-Memory Machines", Proceedings of the Design, Automation, and Test in Europe (DATE), March 2018 (in press).

R. Ben Hur, N. Wald, N. Talati, and S. Kvatinsky, "SIMPLE MAGIC: Synthesis and Mapping of Boolean Functions for Memristor Aided Logic (MAGIC)", Proceeding of the IEEE International Conference on Computer Aided Design, pp. 225-232, November 2017.

KLA-Tencor Excellent Conference Paper Award.

H. Abo Hanna, L. Danial, S. Kvatinsky, and R. Daniel, "Modeling Biochemical Reactions and Gene Networks with Memristors", Proceeding of the IEEE Symposium on Biological Circuits and Systems, October 2017

John Reuben, Rotem Ben-Hur, Nimrod Wald, Nishil Talati, Ameer Haj Ali, Pierre-Emmanuel Gaillardon, and Shahar Kvatinsky, "Memristive Logic: A Framework for Evaluation and Comparison", Proceeding of the IEEE International Symposium on Power and Timing Modeling, Optimization and Simulation, September 2017 (in press).

N. Wainstein and S. Kvatinsky, "An RF Memristor Model and Memristive Single-Pole Double-Throw Switches", Proceeding of the IEEE International Conference on Circuits and Systems, May 2017 (in press).

N. Talati, Z. Wang, and S. Kvatinsky, "Rate-Compatible and High-Throughput Architecture Designs for Encoding LDPC Codes", Proceeding of the IEEE International Conference on Circuits and Systems, May 2017 (in press).

L. Azriel and S. Kvatinsky, "Towards a Memristive Hardware Secure Hash Function (MemHash)", Proceedings of the IEEE International Symposium on Hardware Oriented Security and Trust (HOST), May 2017 (in press).

S. Kvatinsky, R. Ben-Hur, N. Talati, and N. Wald, "mMPU: Memristive Memory Processing Unit", International Conference on Memristive Materials, Devices & Systems, April 2017

S. Hamdioui, S. Kvatinsky, G. Cauwenberghs, L. Xie, K. Bertels, N. Wald, S. Joshi, H. M. Elsayed, and H. Corporaal, "Memristor For Computing: Myth or Reality?", Proceedings of the Design, Automation and Testing in Europe, pp. 722-731, March 2017

N. Wald and S. Kvatinsky, "Design Methodology for Stateful Memristive Logic Gates", Proceedings of the IEEE International Conference on Science of Electrical Engineering, November 2016 (in press).

R. Ben-Hur and S. Kvatinsky, "Memristive Memory Processing Unit (MPU) Controller for In-Memory Processing", Proceedings of the IEEE International Conference on Science of Electrical Engineering, November 2016 (in press).

H. Ha, A. Pedram, S. Richardson, S. Kvatinsky, and M. Horowitz, "Improving Energy Efficiency of DRAM by Exploiting Half Page Row Access", Proceedings of the Annual ACM/IEEE International Symposium on Microarchitecture, pp. 1-12, October 2016

A. Vasilyev, N. Bhagdikar, S. Richardson, A. Pedram, S. Kvatinsky, and M. Horowitz, "Evaluating Programmable Architectures for Image and Vision Applications", Proceedings of the Annual ACM/IEEE International Symposium on Microarchitecture, pp. 1-13, October 2016

E. Amrany, A. Drory, and S. Kvatinsky, "Logic Design with Unipolar Memristors", Proceedings of the IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), September 2016 (in press)

Selected for postconference book (top 10 papers).

R. Ben-Hur, N. Talati, and S. Kvatinsky, "Algorithmic Considerations in Memristive Memory Processing Units (MPU)", Proceedings of the International Cellular Nanoscale Networks and their Applications, August 2016 (in press)

R. Ben-Hur and S. Kvatinsky, "Memory Processing Unit for In-Memory Processing", Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, July 2016 (in press)

Y. Cassuto, S. Kvatinsky, and E. Yaakobi, "Write Sneak-Path Constraints Avoiding Disturbs in Memristor Crossbar Arrays", Proceedings of the IEEE International Symposium on Information Theory, pp. 950-954, July 2016.

E. Rosenthal, S. Greshnikov, D. Soudry, and S. Kvatinsky, "A Fully Analog Memristor-Based Multilayer Neural Network with Online Backpropagation Training", Proceeding of the IEEE International Conference on Circuits and Systems, pp. 1394-1397, May 2016

M. Ramadan, S. Kvatinsky, and R. Ginosar, "Memristor Modeling", Proceedings of the Workshop on Memristor Technology, Design, Automation and Computing, January 2016

L. Danial and S. Kvatinsky, "Memristive Artificial Neural Networks Based Analog to Digital Converter (ADC)", Proceedings of the Workshop on Memristor Technology, Design, Automation and Computing, January 2016

R. Ben-Hur and S. Kvatinsky, "Processing within a Memristive Memory", Proceedings of the Workshop on Memristor Technology, Design, Automation and Computing, January 2016

Z. Jiang, P. Huang, L. Zhao, S. Kvatinsky, S. Yu, X. Liu, J. Kang, Y. Nishi, and H.-S. P. Wong, "Analysis and Predication on Resistive Random Access Memory (RRAM) 1S1R Array", Proceedings of the 2015 International Memory Workshop, pp. 1-4, May 2015

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, pp. 1-2, July 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, pp. 1-6, July 2014

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, "Sneak-Path Constraints in Memristor Crossbar Arrays", Proceedings of the IEEE International Symposium on Information Theory, pp. 156-160, July 2013

Y. Cassuto, S. Kvatinsky, and E. Yaakobi, "Sneak-Path Constraints in Memristor Crossbar Arrays", Proceeding of the Annual Non-Volatile Memories Workshop, March 2013

S. Kvatinsky, K. Talisveyberg. D. Fliter, E. G. Friedman, A. Kolodny, and U. C. Weiser, "Models of Memristors for SPICE Simulations", Proceedings of the IEEE Convention of Electrical and Electronics Engineers in Israel, pp. 1-5, November 2012

S. Kvatinsky, N. Wald, G. Satat, E. G. Friedman, A. Kolodny, and U. C. Weiser, "MRL - Memristor Ratioed Logic", Proceedings of the International Cellular Nanoscale Networks and their Applications, pp. 1-6, August 2012

T. Greenberg-Toledo, B. Perach, D. Soudry, and S. Kvatinsky, "MTJ-Based Hardware Synapse Design for Ternary Deep Neural Networks", ArXiv:1912.12636, December 2019.

K. Korgaonkar, R. Ronen, A. Chattopadhyay, and S. Kvatinsky, "Bitlet Model: Defining a Litmus Test for the Bitwise Processing-in-Memory Paradigm.", ArXiv:1910.10234, October 2019.

R. Ben Hur, N. Wald, N. Talati, and S. Kvatinsky, "Latency Optimized Mapping of Logic Functions for Memristor Aided Logic (MAGIC)", CCIT Technical Report #908, December 2016

X. Yang, J. Pu, B. B. Rister, N. Bhagdikar, J. Ragan-Kelley, S. Richardson, S. Kvatinsky, A. Pedram, and M. Horowitz, "A Systematic Approach to Blocking Convolutional Neural Networks", ArXiv:1606.04209, June 2016

S. Kvatinsky, M. Ramadan, E. G. Friedman, and A. Kolodny, "VTEAM - A General Model for Voltage Controlled Memristors", CCIT Technical Report #856, April 2014

D. Soudry, D. Di Castro, A. Gal, A. Kolodny, and S. Kvatinsky, "Hebbian Learning Rules with Memristors", CCIT Technical Report #840, September 2013

S. Kvatinsky, E. G. Friedman, A. Kolodny, and U. C. Weiser, "TEAM - Threshold Adaptive Memristor Model", CCIT Technical Report #804, January 2012

R. Danial and S. Kvatinsky, "Combining Biology and Electronics Using Emerging Memristive Technologies", Tower Jazz Technical Journal, Vol. 8, pp. 30-38, June 2017

Publications:

Book ChaptersJournalsConferencesTechnical ReportsMagazinesPatentsSelected TalksAll Publications