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Publications

Publications

G. C Adam, I. R. Efimov "Distributed neuromorphic computing for high definition bioelectric diagnostics and therapy"

US Patent 11,701,002, July 2023 | link

S. Letavish, A. Meliksetyan, V. Ravel, H. Aydin Ok, N. B. Milman, G. C Adam "Using Virtual Reality Cleanroom Simulation in a Mixed Nanoelectronics Classroom"

ASEE Annual Conference, June 2023 | link

J. Chen, L. Zhang, J. Riem, G. C. Adam, N. D. Bastian, T. Lan "Explainable Learning-Based Intrusion Detection Supported by Memristors"

IEEE Conference on Artificial Intelligence (CAI), June 2023 | link

B. D. Hoskins, M. D. Stiles, M. W. Daniels, A. Madhavan, G. C. Adam "Quasi-systolic processor and quasi-systolic array"

US Patent 11,651,231, May 2023 | link

I. Hossen, A. L. Glasmann, S. Najmaei, G. C. Adam "Interpolative Device Models for Hafnia-Based FeFETs"

IEEE Electron Devices Technology & Manufacturing Conference (EDTM), March 2023. | View Online

O. Yousuf, I. Hossen, M. W Daniels, M. Lueker-Boden, A. Dienstfrey, G. C Adam "Device Modeling Bias in ReRAM-based Neural Network Simulations"

IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), vol. 13, issue 1, 382 - 394, 2023. | View Online

S. Huang, B. D. Hoskins, M. W. Daniels, M. D. Stiles, G. C. Adam "Low-Rank Gradient Descent for Memory-Efficient Training of Deep In-Memory Arrays"

ACM Journal of Emerging Topics in Computing Systems, Volume 19, Issue 2, Article No. 16, 2023. | View Online

L. Zhang, Z. Yang, K. Aras, I. R.  Efimov, G.C. Adam "Discrete Hilbert Transform via Memristor Crossbars for Compact Biosignal Processing"

IEEE International Conference on Application of Information and Communication Technologies (AICT), doi: 10.1109/AICT55583.2022.10013604, 2022. | View Online

Z. Yang*, L. Zhang*, K. Aras, I.R. Efimov, G.C. Adam “Hardware-Mappable Cellular Neural Networks forDistributed Wavefront Detection in Next-Generation Cardiac Implants”

Advanced Intelligent Systems, doi: 10.1002/aisy.202200032, 2022. | View Online

I. Hossen, M.A. Anders, L. Wang, G.C. Adam “Data-driven RRAM device models using Kriging interpolation”

Scientific Reports, 12,  5963, 2022. | View Online

J. Zhao, S. Huang, O. Yousuf, Y. Gao, B.D. Hoskins, G.C. Adam “Gradient Decomposition Methods for Training Neural Networks with Non-Ideal Synaptic Devices

Frontiers in Neuroscience, 15, 749811, 2021. | View Online

B. Hoskins, W. Ma, M. Fream, O. Yousuf, M. Daniels, J. Goodwill, A. Madhavan, H. Tung, M. Branstad, M. Liu, R. Madsen, J. McClelland, G.C. Adam, M. Lueker-Boden “A System for Validating Resistive Neural Network Prototypes”

International Conference on Neuromorphic Systems (ICONS), July 2021 | View Online

N. Wainstein, G.C. Adam, E. Yalon, S. Kvatinsky “Radiofrequency Switches Based on Emerging Resistive Memory Technologies - A Survey”

Proceedings of IEEE, 2020 | View Online

Y. Gao, S. Huang, G.C. Adam “Batch training for neuromorphic systems with device non-idealities”

International Conference on Neuromorphic Systems (ICONS), July 2020

S. Huang, B.D. Hoskins, M. Daniels, M. Stiles, G.C. Adam “Streaming Batch Gradient Tracking for Neural Network Training”

AAAI Conference on Artificial Intelligence, Feb. 2020

B.D. Hoskins, M.W. Daniels, S. Huang, S., A. Madhavan, G.C. Adam, N. Zhitenev, J. McClelland, M. Stiles "Streaming batch eigenupdates for hardware neural networks"

Frontiers in Neuroscience, 13, 793, 2019 | View online

M. Miscuglio, G.C. Adam, D. Kuzum, V.J. Sorger “Roadmap on material-function mapping for photonic-electronic hybrid neural networks”

APL Materials, 7, 100903, 2019 | View online | Editor's pick

G.C. Adam, A. Khiat, T. Progromakis “Challenges hindering memristive neuromorphic hardware from going mainstream”

Nature Communications, 9, 5267, 2018 | View online | Blog post

H. Nili, G. C. Adam, B. Hoskins, M. Mahmoodi, F. Merrikh Bayat, M. Prezioso, J. Kim, O. Kavehei, D. Strukov “Programmable Hardware-Intrinsic Security Primitives Enabled by Analogue State and Nonlinear Conductance Variations in Integrated Memristors”

Nature Electronics, 1(3), 197, 2018 | View online

B.D. Hoskins, G. C. Adam, E. Strelcov, N. Zhitenev, A. Kolmakov, D.B. Strukov, J.J. McClelland “Stateful characterization of resistive switching TiO2 with electron beam induced currents”

Nature Communications, 8, 1972, 2017 | View online

Müller, G. Konstantinidis, I. Giangu, G. C. Adam, A. Stefanescu, A. Stavrinidis, G. Stavrinidis, A. Kostopoulos, G. Boldeiu, A. Dinescu “ GaN membrane supported SAW pressure sensors with embedded temperature sensing capabilities”

IEEE Sensors Journal, 17 (22), 7383-7393, 2017 | View online

M. Dragoman, M. Aldrigo, G. C. Adam “Phased antenna arrays based on non-volatile resistive switches”

IET Microwaves, Antennas & Propagation, 11(8), 1169-1173, 2017 | View online

Chakrabarti, M.A. Lastras-Montaño, G. C. Adam, M. Prezioso, B. Hoskins, M. Payvand, A. Madhavan, A. Ghofrani, L. Theogarajan, K-T. Cheng, D.B. Strukov “A multiply-add engine with monolithically integrated 3D memristor crossbar/CMOS hybrid circuit”

Scientific Reports, 7, 42429, 2017 | View online

G. C. Adam, H. Nili, J. Kim, B. D. Hoskins, O. Kavehei, D.B. Strukov “Utilizing I-V Non-Linearity and Analog State Variations in ReRAM-Based Security Primitives”

ESSDERC, Leuven, Belgium, 2017 | View online

G C. Adam, B. Chrakrabarti, H. Nili, B. Hoskins, M.A. Lastras-Montaño, A. Madhavan, M. Payvand, A. Ghofrani, K.-T. Cheng, L. Theogarajan, D. B. Strukov “3D ReRAM Arrays and Crossbars: Fabrication, Characterization and Applications”

IEEE Nano, Pittsburgh, USA, 2017 | View online

G. C. Adam, B.D. Hoskins, M. Prezioso, F. Merrikh-Bayat, B. Chakrabarti, D.B. Strukov “Three-Dimensional Memristor Crossbars for Analog and Neuromorphic Computing Applications”

IEEE Transactions on Electron Devices, 64 (1), 312-318, 2017 | View online

G. C. Adam, B.D. Hoskins, M. Prezioso, F. Merrikh-Bayat, B. Chakrabarti, D.B. Strukov. "Highly-Uniform Multi-Layer ReRAM Crossbar Circuits"

ESSDERC, Lausanne, Switzerland, 2016 | View online

M. Prezioso, Y. Zhong, D. Gavrilov, F. Merrikh-Bayat, B. Hoskins, G.C. Adam, K. Likharev, D. Strukov. "Spiking Neuromorphic Networks with Metal-Oxide Memristors"

ISCAS, Montreal, Canada, 2016 | View online

G. C. Adam, B.D. Hoskins, M. Prezioso, D.B. Strukov “Optimized Stateful Material Implication Logic for 3D Data Manipulation”

Nano Research, 9 (3914), 2016 | View online

M. Prezioso, I. Kataeva F. Merrikh-Bayat, B. Hoskins, G.C. Adam, T. Sota, K. Likharev, and D. Strukov “Modeling and Implementation of Firing-Rate Neuromorphic-Network Classifiers with Bilayer Pt/Al2O3/TiO2-x/Pt Memristors”

IEDM, Washington DC, USA, 2015 | View online

M. Prezioso, F. Merrikh-Bayat, B.D. Hoskins, G. C. Adam, K.K. Likharev, and D.B. Strukov, "Training and operation of an integrated neuromorphic network based on metal-oxide memristors"

Nature, 521, pp. 61-64, May 2015 | View online