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Scholarly Works

Dhireesha Kudithipudi
Associate Professor

2015 Submissions

Journal Paper

Mnatzaganian, J, E Fokoue, and Dhireesha Kudithipudi. "A Mathematical Formalization of Hierarchical Temporal Memory Cortical Learning Algorithm’s Spatial Pooler." ArXiV. (2015): 0. Web. «

Merkel, Cory and Dhireesha Kudithipudi. "Neuromemristive Systems: A Circuit Design Perspective." Springer. (2015): 0. Web. «

Kudithipudi, Dhireesha, et al. "Design and Analysis of a Neuromemristive Reservoir Computing Architecture for Biosignal Processing." Frontiers in Neuroscience 9. (2015): 0. Web. «

Khedkar, G, Dhireesha Kudithipudi, and G.S. Rose. "Power Profile Obfuscation Using Nanoscale Memristive Devices to Counter DPA Attacks." Nanotechnology, IEEE Transactions 14. (2015): 26-35. Print. «

Kudithipudi, Dhireesha, Cory Merkel, and A Polepalli. "Semi-Flipped Learning Modules with Educational Design Patterns in Interdisciplinary Brain¬ Inspired Computing Course." Proceedings of International journal on Technology and Education. (2015): 0. Print. «

Book Chapter

Kudithipudi, Dhireesha, Cory Merkel, and S Kurinec. "Neuromorphic Devices and Circuits." Nano-CMOS and Post-CMOS Electronics: Devices and Modeling. New York, NY: Springer, 2015. 0. Print. «

Published Conference Proceedings

Ibravev, T and Dhireesha Kudithipudi. "Design of Memristor-based Mixed Signal Circuits for Hierarchical Temporal Memory." Proceedings of the RIT summer undergraduate research symposium. Ed. RIT. Rochester, NY: n.p., 2015. Web. «

Fedorova, I. "Neuromorphic Crossbar Architecture for Hierarchical Temporal Memory." Proceedings of the RIT summer undergraduate research symposium. Ed. RIT. Rochester, NY: n.p., 2015. Web. «

Ibravev, T, et al. "Winner Take all Circuit for Spatial Pooler." Proceedings of the IEEE ISCAS. Ed. IEEE. Montreal, Canada: n.p., 2016. Web. «

Saleh, Qutaiba, et al. "Memristive Computational Architecture of an Echo State Network for Real-time Speech-emotion Recognition." Proceedings of the Computational Intelligence for Security and Defense Applications (CISDA). Ed. IEEE. Verona, NY: n.p., 2015. Print. «

Zyarah, Abdullah and Dhireesha Kudithipudi. "Reconfigurable Hardware Architecture of the Spatial-pooler in Hierarchical Temporal Memory." Proceedings of the IEEE International System on Chip. Ed. IEEE. China, China: n.p., 2015. Print. «

Merkel, Cory and Dhireesha Kudithipudi. "Comparison of Off-Chip Training Methods for Neuromemristive Systems." Proceedings of the IEEE VLSI Design (VLSID). Ed. IEEE. Bangalore, India: n.p., 2015. Web. «

Merkel, Cory and Dhireesha Kudithipudi. "Unsupervised Learning in Neuromemristive Systems." Proceedings of the IEEE NAECON. Ed. IEEE. Dayton, OH: n.p., 2015. Web. «

Donahue, C, et al. "Design and Analysis of Neuromemristive Echo State Networks with Limited-precision Synapses." Proceedings of the Computational Intelligence for Security and Defense Applications (CISDA). Ed. IEEE. Verona, NY: n.p., 2015. Web. «

Kpolo, R and Dhireesha Kudithipudi. "Understanding Support Vector Machines." Proceedings of the Emerging Researchers National (ERN) Conference in STEM. Ed. STEM. Washington, DC: n.p., 2016. Web. «

Kudithipudi, Dhireesha, Cory Merkel, and A Polepalli. "Semi¬Flipped Learning Modules with Educational Design Patterns in Interdisciplinary Brain - Inspired Computing Course." Proceedings of the ASEE NYSETA. Ed. ASEE. Rochester, NY: n.p., 2015. Web. «

Invited Keynote/Presentation

Kudithipudi, Dhireesha. "Neuromorphic Computing with Memristors." IEEE ICACI. IEEE. Kerala, India. 11 Aug. 2015. Keynote Speech.

Kudithipudi, Dhireesha. "Intelligence-on-Chip: Design Motifs with NeuroMemristive Systems." DASS at DAC. IEEE. SanJose, CA. 7 Jun. 2015. Address.

Kudithipudi, Dhireesha. "Application Landscape of Neuromemristive Systems." Neuro Inspired Computing Elements. Sandia National Labs. Alburqueque, NM. 14 May 2015. Address.

Kudithipudi, Dhireesha. "Invited Panalist." IEEE CISDA. IEEE. Verona, NY. 27 May 2015. Address.

Kudithipudi, Dhireesha. "Temporal Memory Models with Flash Technology." Seagate Inc. Seagate Inc. Rochester, NY. 15 Oct. 2015. Lecture.

Kudithipudi, Dhireesha. "Neuromemristive Reservoir Computing." IEEE CISDA. IEEE. Verona, NY. 27 May 2015. Conference Presentation.

2014 Submissions

Journal Paper

Khedkar, Ganesh, Dhireesha Kudithipudi, and Garrett Rose. "Power Profile Obfuscation using Nanoscale Memristive Devices to Counter DPA Attacks." IEEE Transactions on Nanotechnology 10. 99 (2014): 1-10. Print. «

Merkel, Cory and Dhireesha Kudithipudi. "Temperature Sensing RRAM Architecture for 3-D ICs." IEEE Transactions on VLSI 22. 4 (2014): 878 - 887. Print. «

Book Chapter

G.S.Rose, , et al. "Nanoelectronics and Hardware Security." Advances in Network Science & Cybersecurity. Ed. R. Pino. Heidelberg, Germany: Springer, 2014. 105-123. Print.

Published Conference Proceedings

Saleh, Qutaiba, et al. "Memristive Reservoir Computing Architecture for Epileptic Seizure Detection." Proceedings of the International Conference on BioInspired Cognitive Architectures. Ed. BICA Society. MIT, Boston, MA: Elsevier, Print. « £

Kudithipudi, Dhireesha, et al. "Memristive Reservoir Computing Architecture for Epileptic Seizure Detection." Proceedings of the Biologically Inspired Cognitive Architectures, MIT, Boston, Nov 7-9 2014. Ed. Unknown. Boston, MA: Procedia Computer Science, 2014. Web. ∆ £

Kudithipudi, Dhireesha, et al. "On Designing Circuit Primitives for Cortical Processors with Memristive Hardware." Proceedings of the IEEE System on Chip Conference, Las Vegas, Sep 2-5, 2014. Ed. Unknown. Piscataway, NJ: IEEE, 2014. Print. « ∆ £

Merkel, Cory and Dhireesha Kudithipudi. "A Stochastic Learning Algorithm for Neuromemristive Systems." Proceedings of the IEEE System on Chip Conference, Las Vegas, Sep 2-5,2014. Ed. Unknown. Piscataway, NJ: IEEE, 2014. Print. « £

Merkel, Cory, Dhireesha Kudithipudi, and Ray Ptucha. "Heterogeneous CMOS/Memristor Hardware Neural Networks for Real-time Target Classification." Proceedings of the SPIE, Machine Intelligence and Bio-inspired Computation: Theory and Applications, Maryland, 22 May 2014. Ed. Unknown. Baltimore, MD: SPIE, 2014. Print. « ∆ £

Khedkar, Ganesh, Colin Donahue, and Dhireesha Kudithipudi. "Towards Leakage Resiliency: Memristor-based AES Design for Differential Power Attack Mitigation." Proceedings of the SPIE, Machine Intelligence and Bio-inspired Computation: Theory and Applications, Maryland, 22 May 2014. Ed. Unknown. Baltimore, MD: n.p., 2014. Print. « £

Merkel, Cory and Dhireesha Kudithipudi. "Neuromemristive Extreme Learning Machines for Pattern Classification." Proceedings of the IEEE ISVLSI, Florida. Ed. Unknown. Piscataway, NJ: IEEE, 2014. Print. « £

Merkel, Cory and Dhireesha Kudithipudi. "On the Role of Cortico-thalamic Feedback in Neuromemristive Vision Systems." Proceedings of the Biologically Inspired Cognitive Architectures, MIT, Boston, Nov 7-9 2014. Ed. Unknown. Boston, MA: Procedia Computer Science, 2014. Print. « ∆ £

Journal Editor

Kudithipudi, Dhireesha, ed. International Journal of Circuits Systems and Computers. USA: Word Scientific, 2014. Print.

Provisional Patent

Merkel, Cory and Dhireesha Kudithipudi. "Thermal Management Device with Thin-Film Memristor arrays and methods thereof." Patent US8750065 B2. 10 Jun. 2014.

Invited Keynote/Presentation

Kudithipudi, Dhireesha. "Intellligent Computing using Neuromemristive Systems." IEEE Rebooting Computing. IEEE. Santa Cruz, CA. 14 May 2014. Lecture. £

Kudithipudi, Dhireesha. "Cortical Computing using Memristors." C4I Technology Review Days. AFCEA. Verona, NY. 11 Jun. 2014. Guest Lecture.

Kudithipudi, Dhireesha. "Subcortical Computing." IARPA MICRONS. IARPA. DC, Washington. 17 Jun. 2014. Address.

Kudithipudi, Dhireesha. "Towards Intelligent Computing using Neuromemristive Systems." Neuro Inspired Computing Elements Workshop. Sandia National Labs. Albuquerque, NM. 25 Feb. 2014. Guest Lecture.

Kudithipudi, Dhireesha. "Beyond Von-Neumann Computing." SuperComputing Conference. Supercomputing Conference. New Orleans, LA. 21 Nov. 2014. Address.

2013 Submissions

Journal Paper

Soltiz, Mike, et al. "Memristor-based Neural Logic Block for Non-linearly Separable Functions." IEEE Transactions on Computers 62. 8 (2013): 1597-1603. Print. * £

Published Conference Proceedings

Catanzaro, Matthew and Dhireesha Kudithipudi. "Reconfigurable RRAM for LUT Logic Mapping: A Case Study for Reliability Enhancement." Proceedings of the 25th IEEE International SOC Conference. Ed. IEEE. Buffalo, NY: IEEE, Print. *

Brenner, David, Cory Merkel, and Dhireesha Kudithipudi. "Design-Time Performance Evaluation of Thermal Management Policies for SRAM and RRAM based 3D MPSoCs." Proceedings of the IEEE/ACM GLSVLSI Conference. Ed. IEEE/ACM. Salt Lake City, Utah: n.p., 2012. Print. «

Kudithipudi, Dhireesha, Colin Donahue, and Ganesh Khedkar. "Applications of CMOS/Memristor Neuromorphic Systems in Computing and Security." Proceedings of the CyberSci Summit. Ed. ICFI. Beltsville, MD: n.p., 2013. Web. ∆

Mohanram, Sundararaman and Dhireesha Kudithipudi. "Hierarchical Optimization of TSV Placement with Inter-Tier Liquid Cooling in 3D-IC MPSoCs." Proceedings of the 29th IEEE Semiconductor Thermal Measurement and Management Symposium. Ed. IEEE. San Jose, CA: IEEE, 2013. Print. «

Khedkar, Ganesh and Dhireesha Kudithipudi. "RRAM Motifs for DPA Mitigation in 3D-ICs." Proceedings of the IEEE International Symposium on VLSI. Ed. IEEE. Amherst, MA: n.p., 2012. Print. *

2012 Submissions

Book Chapter

Kudithipudi, Dhireesha and Cory Merkel. "Reconfigurable Memristor Fabrics for Heterogeneous Computing." Advances in Neuromorphic Memristor Science & Applications. NY, Manhattan: Springer eBook, 2012. 89-105. Print. ∆

Kudithipudi, Dhireesha, Ayse Coskun, and Qinru Qiu. "Thermal Management in Many-Core Systems." Evolutionary based solutions for green computing. NY, Manhattan: Springer, 2012. 161-185. Print. ∆

Published Conference Proceedings

Kudithipudi, Dhireesha and Ganesh Khedkar. "Reconfigurable Memristor Motifs for Mitigating Multi-Objective Security Attacks." Proceedings of the Network Science and Reconfigurable Systems for Cybersecurity Conference. Ed. ICFI. Beltsville, MD: n.p., 2012. Web. ˜

Soltiz, Mike, et al. "RRAM-based Adaptive Neural Logic Block for Implementing Non-Linearly Separable Functions in a Single Layer." Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures. Ed. IEEE/ACM. Amsterdam, Netherlands: n.p., 2012. Print. «

Merkel, Cory and Dhireesha Kudithipudi. "Towards Thermal Profiling in CMOS/Memristor Hybrid RRAM Architectures." Proceedings of the IEEE International Conference on VLSI Design. Ed. IEEE. Hyderabad, India: n.p., 2012. Print. «

2011 Submissions

Journal Paper

Hicks, John Kevin and Dhireesha Kudithipudi. "Hybrid Subthreshold and Nearthreshold Design Methodology for Energy Minimization." Journal of Low Power Electronics 7. 2 (2011): 172-184. Print. ˜

Book Chapter

Hicks, John Kevin and Dhireesha Kudithipudi. "Subthreshold Computing." Handbook of Energy-Aware and Green Computing. Ed. Sanjay Ranka and Ishfaq Ahmad. USA: Chapman & Hall/CRC, 2011. 3-21. Print. * ˜

Published Conference Proceedings

Merkel, Cory, et al. "Design and Analysis of Reconfigurable N-Level Resistive Random Access Memory." Proceedings of the International Joint Conference on Neural Networks. Ed. IEEE. IEEE Explore: n.p., 2011. Print. *

Kandlikar, Satish, Dhireesha Kudithipudi, and C. A. Rubio-Jimenez. "Cooling Mechanisms in 3D ICs: Thermo-Mechanical Perspective." Proceedings of the International Workshop on Thermal Modeling and Management. Ed. IEEE. IEEE Explore: n.p., 2011. Print. ˜

Shows/Exhibits/Installations

Kudithipudi, Dhireesha. Dynamically Reconfigurable Computational Fabrics using Memristors. By Cory Merkel. 25 Mar. 2011. Center for Electronic Imaging Systems, Rochester. Exhibit. ∆

External Scholarly Fellowships/National Review Committee

6/15/2011 - 8/15/2011
     AirForce Research Labs
     Amount: $15,500 ˜ ≠

Invited Keynote/Presentation

Kudithipudi, Dhireesha. "Reconfigurable Memristor Fabrics." ECE Graduate Smeinar. University of Connecticut. University of Connecticut, Hartford, CT. 8 Apr. 2011. Guest Lecture. ∆

Kudithipudi, Dhireesha. "Modeling of Thin-Film Memristors and Application Domains." CNSE Graduate Seminar. CNSE. CNSE, Albany, NY. 7 Jul. 2011. Guest Lecture. ∆

2010 Submissions

Published Article

Tavva, Sreeharsha and Dhireesha Kudithipudi. “Variation tolerant 9T SRAM cell design.” Proceedings of the 20th symposium on Great lakes symposium on VLSI (GLSV LSI ‘10). 16-18 May 2010. 55-60. Web. † «

Amarchinta, Sumanth and Dhireesha Kudithipudi. “Performance enhancement of subthreshold circuits using substrate biasing and charge-boosting buffers.” Proceedings of the 20th symposium on Great lakes symposium on VLSI (GLSVLSI ‘10). 16-18 May 2010. 369-372. Web. † «

Amarchinta, Sumanth and Dhireesha Kudithipudi. “Ultra Low Energy Standard Cell Design Optimization For Performance and Placement Algorithm.” IEEE International Green Computing Conference. 15-18 August 2010. 509-517. Web. † *

Kwasinski, A., and D. Kudithipudi. “Towards integrated circuit thermal profiling for reduced power consumption: Evaluation of distributed sensing techniques.” IEEE International Green Computing Conference. 15-18 August 2010. 503-507. Print. *

Formal Presentation

Kudithipudi, Dhireesha. “Lightweight Energy Prediction Filters for Solar-Powered Wireless Sensor Networks.” 6th International Workshop on Unique Chips and Systems. Atlanta, GA. 4-8 December 2010. Presentation.