• 3282 Citations
  • 21 h-Index
20022020

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2019

Building next-generation AI systems: Co-optimization of algorithms, architectures, and nanoscale memristive devices

Rajendran, B., Sebastian, A. & Eleftheriou, E., May 2019, 2019 IEEE 11th International Memory Workshop, IMW 2019. Institute of Electrical and Electronics Engineers Inc., 8739740. (2019 IEEE 11th International Memory Workshop, IMW 2019).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computational memory-based inference and training of deep neural networks

Sebastian, A., Boybat, I., Dazzi, M., Giannopoulos, I., Jonnalagadda, V., Joshi, V., Karunaratne, G., Kersting, B., Khaddam-Aljameh, R., Nandakumar, S. R., Petropoulos, A., Piveteau, C., Antonakopoulos, T., Rajendran, B., Gallo, M. L. & Eleftheriou, E., Jun 1 2019, 2019 Symposium on VLSI Technology, VLSI Technology 2019 - Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., p. T168-T169 8776518. (Digest of Technical Papers - Symposium on VLSI Technology; vol. 2019-June).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Computational memory-based inference and training of deep neural networks

Sebastian, A., Boybat, I., Dazzi, M., Giannopoulos, I., Jonnalagadda, V., Joshi, V., Karunaratne, G., Kersting, B., Khaddam-Aljameh, R., Nandakumar, S. R., Petropoulos, A., Piveteau, C., Antonakopoulos, T., Rajendran, B., Gallo, M. L. & Eleftheriou, E., Jun 2019, 2019 Symposium on VLSI Circuits, VLSI Circuits 2019 - Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., p. T168-T169 8778178. (IEEE Symposium on VLSI Circuits, Digest of Technical Papers; vol. 2019-June).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Impact of conductance drift on multi-PCM synaptic architectures

Boybat, I., Nandakumar, S. R., Le Gallo, M., Rajendran, B., Leblebici, Y., Sebastian, A. & Eleftheriou, E., Jan 4 2019, NVMTS 2018 - Non-Volatile Memory Technology Symposium 2018. Institute of Electrical and Electronics Engineers Inc., 8603100. (NVMTS 2018 - Non-Volatile Memory Technology Symposium 2018).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Learning First-to-Spike Policies for Neuromorphic Control Using Policy Gradients

Rosenfeld, B., Simeone, O. & Rajendran, B., Jul 2019, 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019. Institute of Electrical and Electronics Engineers Inc., 8815546. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2019-July).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Neuromorphic hardware accelerator for SNN inference based on STT-RAM crossbar arrays

Kulkarni, S. R., Kadetotad, D. V., Yin, S., Seo, J. S. & Rajendran, B., Nov 2019, 2019 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019. Institute of Electrical and Electronics Engineers Inc., p. 438-441 4 p. 8964886. (2019 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Phase-change memory models for deep learning training and inference

Nandakumar, S. R., Boybat, I., Joshi, V., Piveteau, C., Le Gallo, M., Rajendran, B., Sebastian, A. & Eleftheriou, E., Nov 2019, 2019 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019. Institute of Electrical and Electronics Engineers Inc., p. 727-730 4 p. 8964852. (2019 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2018

Acceleration of Convolutional Networks Using Nanoscale Memristive Devices

Kulkarni, S. R., Babu, A. V. & Rajendran, B., Jan 1 2018, Engineering Applications of Neural Networks - 19th International Conference, EANN 2018, Proceedings. Pimenidis, E. & Jayne, C. (eds.). Springer Verlag, p. 240-251 12 p. (Communications in Computer and Information Science; vol. 893).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Adversarial Training for Probabilistic Spiking Neural Networks

Bagheri, A., Simeone, O. & Rajendran, B., Aug 24 2018, 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2018. Institute of Electrical and Electronics Engineers Inc., 8446003. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2018-June).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning and real-time classification of hand-written digits with spiking neural networks

Kulkarni, S. R., Alexiades, J. M. & Rajendran, B., Feb 14 2018, ICECS 2017 - 24th IEEE International Conference on Electronics, Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., p. 128-131 4 p. (ICECS 2017 - 24th IEEE International Conference on Electronics, Circuits and Systems; vol. 2018-January).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Live Demonstration: Image Classification Using Bio-inspired Spiking Neural Networks

Kulkarni, S. R., Alexiades, J. M. & Rajendran, B., Apr 26 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8351810. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2018-May).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mixed-precision architecture based on computational memory for training deep neural networks

Nandakumar, S. R., Le Gallo, M., Boybat, I., Rajendran, B., Sebastian, A. & Eleftheriou, E., Apr 26 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8351656. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2018-May).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

24 Scopus citations

Modeling and simulation of 1/f noise during threshold switching for phase change memory

Parekh, R., Baghini, M. S. & Rajendran, B., Jan 1 2018, Advanced Computational and Communication Paradigms - Proceedings of International Conference on ICACCP 2017. Bhattacharyya, S., Gandhi, T., Sharma, K. & Dutta, P. (eds.). Springer Verlag, p. 77-83 7 p. (Lecture Notes in Electrical Engineering; vol. 475).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic deep learning in memristive network s

Babu, A. V. & Rajendran, B., Feb 14 2018, ICECS 2017 - 24th IEEE International Conference on Electronics, Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., p. 214-217 4 p. (ICECS 2017 - 24th IEEE International Conference on Electronics, Circuits and Systems; vol. 2018-January).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Training probabilistic spiking neural networks with first- to-spike decoding

Bagheri, A., Simeone, O. & Rajendran, B., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2986-2990 5 p. 8462410. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Well-Posed Verilog-A Compact Model for Phase Change Memory

Kulkarni, S. R., Kadetotad, D. V., Seo, J. S. & Rajendran, B., Nov 28 2018, SISPAD 2018 - 2018 International Conference on Simulation of Semiconductor Processes and Devices, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 369-373 5 p. 8551667. (International Conference on Simulation of Semiconductor Processes and Devices, SISPAD; vol. 2018-September).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

An efficient synaptic architecture for artificial neural networks

Boybat, I., Gallo, M. L., Nandakumar, S. R., Moraitis, T., Tuma, T., Rajendran, B., Leblebici, Y., Sebastian, A. & Eleftheriou, E., Dec 8 2017, 2017 17th Non-Volatile Memory Technology Symposium, NVMTS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. (2017 17th Non-Volatile Memory Technology Symposium, NVMTS 2017 - Conference Proceedings; vol. 2017-December).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Spiking neural networks - Algorithms, hardware implementations and applications

Kulkarni, S. R., Babu, A. V. & Rajendran, B., Sep 27 2017, 2017 IEEE 60th International Midwest Symposium on Circuits and Systems, MWSCAS 2017. Institute of Electrical and Electronics Engineers Inc., p. 426-431 6 p. 8052951. (Midwest Symposium on Circuits and Systems; vol. 2017-August).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Supervised learning in spiking neural networks with MLC PCM synapses

Nandakumar, S. R., Boybat, I., Le Gallo, M., Sebastian, A., Rajendran, B. & Eleftheriou, E., Aug 1 2017, 75th Annual Device Research Conference, DRC 2017. Institute of Electrical and Electronics Engineers Inc., 7999481. (Device Research Conference - Conference Digest, DRC).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Synaptic plasticity in a memristive device below 500 mV

Nandakumar, S. R. & Rajendran, B., Jan 1 2017, Emerging Materials for Post CMOS Devices/Sensing and Applications 8. Obeng, Y., Srinivasan, P., De Gendt, S., Hesketh, P., Karim, Z. & Misra, D. (eds.). 2 ed. Electrochemical Society Inc., p. 31-40 10 p. (ECS Transactions; vol. 77, no. 2).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2016

Physics-based switching model for Cu/SiO2/W quantum memristor

Nandakumar, S. R. & Rajendran, B., Aug 22 2016, 74th Annual Device Research Conference, DRC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-August. 7548509

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Verilog-A compact model for a novel Cu/SiO2/W quantum memristor

Nandakumar, S. R. & Rajendran, B., Oct 20 2016, 2016 International Conference on Simulation of Semiconductor Processes and Devices, SISPAD 2016. Institute of Electrical and Electronics Engineers Inc., p. 169-172 4 p. 7605174

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2015

A circuit model for a Si-based biomimetic synaptic time-keeping device

Ostwal, V., Rajendran, B. & Ganguly, U., Oct 5 2015, 2015 International Conference on Simulation of Semiconductor Processes and Devices, SISPAD 2015. Institute of Electrical and Electronics Engineers Inc., p. 321-324 4 p. 7292324. (International Conference on Simulation of Semiconductor Processes and Devices, SISPAD; vol. 2015-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Arithmetic computing via rate coding in neural circuits with spike-triggered adaptive synapses

Thorat, S. & Rajendran, B., Sep 28 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Institute of Electrical and Electronics Engineers Inc., 7280822. (Proceedings of the International Joint Conference on Neural Networks; vol. 2015-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

C. elegans chemotaxis inspired neuromorphic circuit for contour tracking and obstacle avoidance

Santurkar, S. & Rajendran, B., Sep 28 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-September. 7280646

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Composer classification based on temporal coding in adaptive spiking neural networks

Chaitanya Prasad, N., Saboo, K. & Rajendran, B., Sep 28 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Institute of Electrical and Electronics Engineers Inc., 7280816. (Proceedings of the International Joint Conference on Neural Networks; vol. 2015-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Delayed guidance: A teaching-learning strategy to develop ill-structured problem solving skills in engineering

Kothiyal, A., Rajendran, B. & Murthy, S., Jun 16 2015, Proceedings - 2015 International Conference on Learning and Teaching in Computing and Engineering, LaTiCE 2015. Institute of Electrical and Electronics Engineers Inc., p. 164-171 8 p. 7126251. (Proceedings - 2015 International Conference on Learning and Teaching in Computing and Engineering, LaTiCE 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Increasing reconfigurability with memristive interconnects

Demme, J., Rajendran, B., Nowick, S. M. & Sethumadhavan, S., Dec 14 2015, Proceedings of the 33rd IEEE International Conference on Computer Design, ICCD 2015. Institute of Electrical and Electronics Engineers Inc., p. 351-358 8 p. 7357124. (Proceedings of the 33rd IEEE International Conference on Computer Design, ICCD 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Live demonstration: Spiking neural circuit based navigation inspired by C. elegans thermotaxis

Shetty, C., Nitchith, S., Rawat, R., Nandakumar, S. R., Shah, P., Kulkarni, S. & Rajendran, B., Jul 27 2015, 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015. Institute of Electrical and Electronics Engineers Inc., 1 p. 7169038. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2015-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

NormAD - Normalized Approximate Descent based supervised learning rule for spiking neurons

Anwani, N. & Rajendran, B., Sep 28 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Institute of Electrical and Electronics Engineers Inc., 7280618. (Proceedings of the International Joint Conference on Neural Networks; vol. 2015-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Scopus citations

Reducing read latency of phase change memory via early read and Turbo Read

Nair, P. J., Chou, C., Rajendran, B. & Qureshi, M. K., Mar 6 2015, 2015 IEEE 21st International Symposium on High Performance Computer Architecture, HPCA 2015. Institute of Electrical and Electronics Engineers Inc., p. 309-319 11 p. 7056042. (2015 IEEE 21st International Symposium on High Performance Computer Architecture, HPCA 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

30 Scopus citations

Scalable digital cmos architecture for spike based supervised learning

Kulkarni, S. R. & Rajendran, B., Jan 1 2015, Engineering Applications of Neural Networks - 16th International Conference, EANN 2015, Proceedings. Iliadis, L. & Jayne, C. (eds.). Springer Verlag, p. 149-158 10 p. (Communications in Computer and Information Science; vol. 517).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2014

Analog memristive time dependent learning using discrete nanoscale RRAM devices

Singha, A., Muralidharan, B. & Rajendran, B., Sep 3 2014, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., p. 2248-2255 8 p. 6889915. (Proceedings of the International Joint Conference on Neural Networks).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Biomimetic 4F2 synapse with intrinsic timescale for pulse based STDP by I-NPN selection device

Meshram, R., Rajendran, B. & Ganguly, U., Jan 1 2014, 72nd Device Research Conference, DRC 2014 - Conference Digest. Institute of Electrical and Electronics Engineers Inc., p. 69-70 2 p. 6872301. (Device Research Conference - Conference Digest, DRC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Guided problem solving and group programming: A technology-enhanced teaching-learning strategy for engineering problem solving

Anand, A., Kothiyal, A., Rajendran, B. & Murthy, S., Jan 13 2014, Proceedings - IEEE 6th International Conference on Technology for Education, T4E 2014. Murthy, S. & Kinshuk (eds.). Institute of Electrical and Electronics Engineers Inc., p. 126-133 8 p. 7009553. (Proceedings - IEEE 6th International Conference on Technology for Education, T4E 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Memristive synaptic plasticity in Pr0.7Ca0.3MnO 3 RRAM by bio-mimetic programming

Panwar, N., Kumar, D., Upadhyay, N. K., Arya, P., Ganguly, U. & Rajendran, B., Jan 1 2014, 72nd Device Research Conference, DRC 2014 - Conference Digest. Institute of Electrical and Electronics Engineers Inc., p. 135-136 2 p. 6872334. (Device Research Conference - Conference Digest, DRC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

16 Scopus citations

Mimicking the worm An adaptive spiking neural circuit for contour tracking inspired by C. Elegans thermotaxis

Bora, A., Rao, A. & Rajendran, B., Jan 1 2014, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., p. 2079-2086 8 p. 6889892

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations
2013

I-NPN: A sub-60mV/decade, sub-0.6V selection diode for STTRAM

Deshmukh, S., Lashkare, S., Rajendran, B. & Ganguly, U., Dec 16 2013, 71st Device Research Conference, DRC 2013 - Conference Digest. p. 113-114 2 p. 6633819. (Device Research Conference - Conference Digest, DRC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Pulsed laser annealing: A scalable and practical technology for monolithic 3D IC

Rajendran, B., Henning, A. K., Cronquist, B. & Or-Bach, Z., Dec 1 2013, 2013 IEEE International 3D Systems Integration Conference, 3DIC 2013. 6702386. (2013 IEEE International 3D Systems Integration Conference, 3DIC 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

Thermal considerations for monolithic integration of three-dimensional integrated circuits

Henning, A. K., Rajendran, B., Cronquist, B. & Or-Bach, Z., Jan 1 2013, 2013 IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference, S3S 2013. IEEE Computer Society, 6716559. (2013 IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference, S3S 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012

Efficient scrub mechanisms for error-prone emerging memories

Awasthi, M., Shevgoor, M., Sudan, K., Rajendran, B., Balasubramonian, R. & Srinivasan, V., May 3 2012, Proceedings - 18th IEEE International Symposium on High Performance Computer Architecture, HPCA - 18 2012. p. 15-26 12 p. 6168941. (Proceedings - International Symposium on High-Performance Computer Architecture).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

77 Scopus citations

Estimation of turbulence closure coefficients for data centers using machine learning algorithms

Yarlanki, S., Rajendran, B. & Hamann, H., Sep 18 2012, Proceedings of the 13th InterSociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems, ITherm 2012. p. 38-42 5 p. 6231411. (InterSociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems, ITHERM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

16 Scopus citations
2011

A 45nm CMOS neuromorphic chip with a scalable architecture for learning in networks of spiking neurons

Seo, J. S., Brezzo, B., Liu, Y., Parker, B. D., Esser, S. K., Montoye, R. K., Rajendran, B., Tierno, J. A., Chang, L., Modha, D. S. & Friedman, D. J., Nov 9 2011, 2011 IEEE Custom Integrated Circuits Conference, CICC 2011. 6055293. (Proceedings of the Custom Integrated Circuits Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

192 Scopus citations

Demonstration of CAM and TCAM using phase change devices

Rajendran, B., Cheek, R. W., Lastras, L. A., Franceschini, M. M., Breitwisch, M. J., Schrott, A. G., Li, J., Montoye, R. K., Chang, L. & Lam, C., Jul 11 2011, 2011 3rd IEEE International Memory Workshop, IMW 2011. 5873229. (2011 3rd IEEE International Memory Workshop, IMW 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Scopus citations
2010

Coding for sensing in content addressable memories

Lastras-Montaño, L. A., Franceschini, M. M., Rajendran, B. & Lam, C., Aug 23 2010, 2010 IEEE International Symposium on Information Theory, ISIT 2010 - Proceedings. p. 1923-1927 5 p. 5513385. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2009

Characterization of poly-silicon emitter BJTs as access devices for phase change memory

Rajendran, B., Breitwisch, M., Cheek, R., Lee, M. H., Shih, Y. H., Lung, H. L. & Lam, C., Dec 1 2009, 2009 International Symposium on VLSI Technology, Systems, and Applications, VLSI-TSA '09. p. 31-32 2 p. 5159278. (International Symposium on VLSI Technology, Systems, and Applications, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

Endurance improvement of Ge2Sb2Te5-based phase change memory

Chen, C. F., Schrott, A., Lee, M. H., Raoux, S., Shih, Y. H., Breitwisch, M., Baumann, F. H., Lai, E. K., Shaw, T. M., Flaitz, P., Cheek, R., Joseph, E. A., Chen, S. H., Rajendran, B., Lung, H. L. & Lam, C., Oct 20 2009, 2009 IEEE International Memory Workshop, IMW '09. 5090589. (2009 IEEE International Memory Workshop, IMW '09).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

22 Scopus citations

Understanding amorphous states of phase-change memory using frenkel-poole model

Shih, Y. H., Lee, M. H., Breitwisch, M., Cheek, R., Wu, J. Y., Rajendran, B., Zhu, Y., Lai, E. K., Chen, C. F., Cheng, H. Y., Schrott, A., Joseph, E., Dasaka, R., Raoux, S., Lung, H. L. & Lam, C., Dec 1 2009, 2009 International Electron Devices Meeting, IEDM 2009 - Technical Digest. p. 31.7.1-31.7.4 5424229. (Technical Digest - International Electron Devices Meeting, IEDM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations
2008

Analytical model for RESET operation of phase change memory

Rajendran, B., Karidis, J., Lee, M. H., Breitwisch, M., Burr, G. W., Shih, Y. H., Cheek, R., Schrott, A., Lung, H. L. & Lam, C., Dec 1 2008, 2008 IEEE International Electron Devices Meeting, IEDM 2008. 4796748. (Technical Digest - International Electron Devices Meeting, IEDM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Mechanisms of retention loss in Ge2Sb2Te 5-based phase-change memory

Shih, Y. H., Wu, J. Y., Rajendran, B., Lee, M. H., Cheek, R., Lamorey, M., Breitwisch, M., Zhu, Y., Lai, E. K., Chen, C. F., Stinzianni, E., Schrott, A., Joseph, E., Dasaka, R., Raoux, S., Lung, H. L. & Lam, C., Dec 1 2008, 2008 IEEE International Electron Devices Meeting, IEDM 2008. 4796653. (Technical Digest - International Electron Devices Meeting, IEDM).

New Jersey Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Scopus citations