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Sponsored by the Air Force Office of Sponsored Research Program Monitor Dr. Ali Sayir |
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Archive of Papers and Awards |
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Dr. Alan Doolittle 208 Pettite MiRC Building Address: 777 Atlantic Dr. Atlanta, GA 30332-0250 alan.doolittle@ece.gatech.edu |
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For more information, contact Principle Investigator, Dr. Alan Doolittle. |
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Published Papers 1) J. C. Shank, M. B. Tellekamp, M. J. Wahila, S. Howard, A. S. Weidenbach, B. Zivasatienraj, L. F. J. Piper, and W. A. Doolittle, “Scalable Memdiodes Exhibiting Rectification and Hysteresis for Neuromorphic Computing”, Scientific Reports 8, 12935 (2018). Papers Published 2) B. Crafton, A. Parihar, E. Gebhardt, and A. Raychowdhury. “Direct feedback alignment with sparse connections for local learning”. Frontiers in neuroscience, 2019. 3) Matthew J. Wahila, Galo Paez, Christopher N. Singh, Anna Regoutz, Shawn Sallis, Mateusz J. Zuba, Jatinkumar Rana, M. Brooks Tellekamp, Jos E. Boschker, Toni Markurt, Jack E. N. Swallow, Leanne A. H. Jones, Tim D. Veal, Wanli Yang, Tien-Lin Lee, Fanny Rodolakis, Jerzy T. Sadowski, David Prendergast, Wei-Cheng Lee, W. Alan Doolittle, and Louis F. J. Piper*, Evidence of a Second-Order Peierls-Driven Metal-Insulator Transition in Crystalline NbO2 Phys. Rev. Mater in press July 2019 4) Shehtab Zaman and Wei-Cheng Lee, Real-Space Visualization of Quantum Phase Transitions by Network Topology, Phys. Rev. E 100, 012304 (2019). 5) Sebastian A. Howard, Christopher N. Singh, Galo J. Paez, Matthew J. Wahila, Linda W. Wangoh, Shawn Sallis, Keith Tirpak, Yufeng Liang, David Prendergast, Mateusz Zuba, Jatinkumar Rana, Alex Weidenbach, Timothy M. McCrone, Wanli Yang, Tien-Lin Lee, Fanny Rodolakis, William Doolittle, Wei-Cheng Lee, and Louis F. J. Piper*, Direct observation of delithiation as the origin of analog memristance in LixNbO2 APL Materials 7, (2019) 071103 6) Zhe Cheng, Alex Weidenbach, Tianli Feng, M Brooks Tellekamp, Sebastian Howard, Matthew J Wahila, Bill Zivasatienraj, Brian Foley, Sokrates T Pantelides, Louis FJ Piper, William Doolittle, Samuel Graham , Diffuson-driven Ultralow Thermal Conductivity in Amorphous Nb2O5 Thin Films Phys. Rev. Materials 3 (2019) 025002 7) Wei-Cheng Lee, Matthew J Wahila, Shantanu Mukherjee, Tyler Eustance, Christopher N Singh, H Paik, Fanny Rodolakis, DG Schlom, Louis FJ Piper, Cooperative Effects of Strain and Electron Correlation in Epitaxial VO2 and NbO2 J. Appl. Phys. 125 (2019) 082539 8) Matthew J Wahila, Zachary W Lebens-Higgins, Keith T Butler, Daniel Fritsch, Robert E Treharne, Robert G Palgrave, Joseph C Woicik, Benjamin J Morgan, Aron Walsh, Louis FJ Piper* , Accelerated optimization of transparent, amorphous zinc-tin-oxide thin films for optoelectronic applications APL Materials 7 (2018) 022509 9) Joshua C Shank, M Brooks Tellekamp, Matthew J Wahila, Sebastian Howard, Alex S Weidenbach, Bill Zivasatienraj, Louis FJ Piper, W Alan Doolittle, Scalable Memdiodes Exhibiting Rectification and Hysteresis for Neuromorphic Computing, Scientific Reports (Nature) 8 (2018) 12935 10) Matthew J. Wahila, Zachary W. Lebens-Higgins, Adam J. Jackson, David O. Scanlon, Tien-Lin Lee, Jiaye Zhang, Kelvin H.L. Zhang, Louis F.J. Piper “Band Edge Evolution of transparent ZnM2III (Mii+ = Co, Rh, Ir) spinels” Physical Review, 2019 11) B. A. Crafton, P. Basnet, M. West, E. M. Vogel, and A. Raychowdhury, “Local Learning in RRAM Neural Networks with Sparse Direct Feedback Alignment,” IEEE, 2019 12) Bill Zivasatienraj, M. Brooks Tellekamp, Alex S. Weidenbach, Aheli Gosh, Timothy M. McCrone, W. Alan Doolittle, “Temporal versatility from Intercalation-based Neuromorphic Devices by Exhibiting 150mV Non-Volatile Operation” Journal of Applied Physics, 2020 13) Matthew P. West, Pradip Basnet, Darshan G. Pahinkar, Robert H. Montgomery, Samuel Graham, Eric M. Vogel, “Impact of the Thermal Environment on the analog Temporal Response of HfOx-Based Neuromorphic Devices” Applied Physics Letters 2020 14) Pradip Basnet, Darshan G. Pahinkar, Matthew P. West, Christopher J. Perini, Samuel Graham, Eric M. Vogel “Substrate Dependent Resistive Switching in Amorphous HfOx memristors: An experimental and Computational Investigation” Journal of Materials Chemistry, 2020 15) Darshan G. Pahinkar, Pradip Basnet, Bill Ziavsatienraj, Alex Weidenbach, Matthew West, W. Alan Doolittle, Eric Vogel, Samuel Graham, “Computational Investigation of Nanoscale Memristor Devices for Neuromorphic Computing” IEEE Itherm Conference 16) Matthew J. Wahila, et al., “Adsorption-controlled growth and properties of epitaxial SnO films”, Phys. Rev. Materials 3, 105202 (2019)
Papers Submitted 1) Brian Crafton, Yan Fang, Sam Spetalnick, Arjit Raychowdhury, “Merged Logic and Memroy Fabrics for Accelerating Machine Learning Workloads” 2020 2) Anonymous, “Navigating the Generalization Landscape of Neural Networks Using Physics: A Case Study in Quantum Mechanics” 2020 3) Aheli Ghosh, Bill Zivasatienraj, Alex Weidenbach, Timothy McCrone, Alan Doolittle, “Impact of Electrode Chemistry on the Non-Volatile Performance of Lithium Niobite Memristors for Neuromorphic Computing” 4) Galo J. Paez, Christopher N. Singh, Matthew J. Wahila, Keith E. Tirpak, Nicholas F Quackenbush, Shawn Sallis, Hanjong Paik, Yufeng Liang, Darrell G. Schlom, Tien-Lin Lee, Christoph Schlueter, Wei-Cheng Lee, and Louis F. J. Piper “Simultaneous Structural and Electronic Transitions in Epitaxial VO2/TiO2(001)” – Physical Review Letters 5) Jie Bu, Mohannad Elhamod, Christopher Singh, Matthew Redell, Wei-Cheng Lee and Anuj Karpatne, "Navigating the Generalization Landscape of Neural Networks using Physics: A Case Study in Quantum Mechanics", submitted to KDD'20 (The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining)
Awards Credited to CEREBRAL Brian Crafton, QUALCOMM Fellowship Matthew West, NSF Graduate Research Fellowship, 2019. Christopher N. Singh 2017-2018 SUNY Chancellor's Award for Excellence in Scholarship and Creative Activities Christopher N. Singh Poster award, "Physics of Artificial Intelligence" conference held at the IBM T.J. Watson Research Center in Yorktown Heights on Friday, April 26, 2019. Christopher N. Singh NSF travel award, “Quasiperiodicity and Fractality in Quantum Statistical Physics”, Rutgers Uni. 05/20/19 Keith Tirpak (Undergraduate, Mathematical Physics BS): 2018 Summer Scholars & Artists Summer Program Award, Keith Tirpak 2018 Brownridges' Award for undergraduate research Alan Doolittle Awarded the Joseph M. Pettit Professorship Tenure and promotion to Professor, Arijit Raychowdhury
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