Last updated: Oct. 2024
JOURNAL PEER-REVIEWED PUBLICATIONS
2024
K. Swetha, S. Sudeshna , F. A. L. S. Silva, B. Freitas, J. A. C. Incorvia, J. R. Fernandes, A. Jayaraj, N. Sadananda, F. D. Magalhães, A. M. Pinto, R. Kurapati. “Biodegradability of a New Partially Reduced Nanographene Oxide by Human, Plant and Microbial Enzymes: Impact of Magnetic Nanoparticles.” Carbon. Accepted July 2024.
Z. Khodzhaev and J. A. C. Incorvia. “Tunable Spike-Timing-Dependent Plasticity in Magnetic Skyrmion Manipulation Chambers.” Applied Physics Letters 124, 262402 (2024). <DOI 10.1063/5.0218348>.
S. Liu, D. Akinwande, D. Kireev, and J. A. C. Incorvia. “Graphene-Based Artificial Dendrites for Bio-Inspired Learning in Spiking Neuromorphic Systems.” Nano Letters 24, 7211-7218 (2024). <DOI 10.1021/acs.nanolett.4c00739>.
A. Maicke, J. Azarte, S. Liu, J. Kwon, J. D. Smith, J. B. Aimone, S. Misra, C. Schuman, S. G. Cardwell, and J. A. C. Incorvia. “Magnetic Tunnel Junction Random Number Generators Applied to Dynamically Tuned Probability Trees Driven by Spin Orbit Torque.” IOP Nanotechnology 35, 27 (2024). <DOI 10.1088/1361-6528/ad3b01>.
V. Rogers, S. Chaudhary, R. Nguyen, and J. A. C. Incorvia. “Bulk axial Landau levels in the helically magnetized Weyl Hamiltonian and application to multistate memory devices.” Physical Review B 109, 115159 (2024). <DOI 10.1103/PhysRevB.109.115159>.
C. Bennett, T. P. Xiao, T. Leonard, X. Zhan, R. Gearba-Dolocan, J. Young, G. Vikelethy, E. Bielejec, D. Hughard, M. Marinella, and J. A. C. Incorvia. “Radiation Response of Domain-Wall Magnetic Tunnel Junction Logic Devices.” IEEE Transactions on Nuclear Science (2023). <DOI 10.1109/TNS.2023.3333819>.
H. Jin, H. Zhu, K. Zhu, T. Leonard, J. Kwon, M. Alamdar, K. Kim, J. Park, N. Hase, D. Z. Pan, and J. A. C. Incorvia. “Domain Wall-Magnetic Tunnel Junction Analog Content Addressable Memory using Current and Projected Data.” IEEE Transactions on Nanotechnology 23, 20-28 (2024). <DOI 10.1109/TNANO.2023.3343667>.
S. Karki, J. Davies, M. H. Kane, S. Bandyopadhyay, and J. A. C. Incorvia. “Integration of Galfenol into CoFeB Magnetic Tunnel Junction Electrodes.” Journal of Materials Research 39, 212-219 (2024). <DOI 10.1557/s43578-023-01226-z>. Invited Paper.
2023
F. A. L. S. Silva, H.-P. Chang, J. A. C. Incorvia, M. J. Oliveira, B. Sarmento, S. G. Santos, F. D. Magalhães, A. M. Pinto, 2D Nanomaterials and Their Drug Conjugates for Phototherapy and Magnetic Hyperthermia Therapy of Cancer and Infections. Small 2023, 2306137. https://doi.org/10.1002/smll.202306137
Filipa A. L. S. Silva, Hui-Ping Chang, Maria J. Oliveira, Bruno Sarmento, Susana G. Santos, Fernão D. Magalhães, Artur M. Pinto
and J. A. C. Incorvia. “2D Nanomaterials and Their Drug Conjugates for Phototherapy and Magnetic Hyperthermia Therapy of Cancer and Infections.” Small 2023, 2306137. <DOI 10.1021/acsnano.3c03932>.
X. Li, P. Zhou, X. Hu, E. Rivers, K. Watanabe, T. Taniguchi, D. Akinwande, J. S. Friedman, and J. A. C. Incorvia. “Cascaded Logic Gates Based on High-Performance Ambipolar Dual-Gate WSe2 Thin Film Transistors.” ACS Nano 17, 13, 12798-12808 (2023). <DOI 10.1021/acsnano.3c03932>.
P. O. Mathews, C. B. Duffee, A. Thayil, T. E. Stovall, C. H. Bennett, F. Garcia-Sanchez, M. J. Marinella, J. A. C. Incorvia, N. Hassan, X. Hu, and J. S. Friedman. “High-speed CMOS-Free Purely Spintronic Asynchronous Recurrent Neural Network.” APL Machine Learning. 1, 016107 (2023). <DOI 10.1063/5.0129006>.
T. Leonard, S. Liu, H. Jin, and J. A. C. Incorvia. “Stochastic Domain Wall-Magnetic Tunnel Junction Artificial Neurons for Noise-Resilient Spiking Neural Networks.” Applied Physics Letters 122, 262406 (2023). <DOI 10.1063/5.0152211>.
Z. Khodzhaev, E. Turgut, and J. A. C. Incorvia. “Analysis of Skyrmion Shuffling Chamber Stochasticity for Neuromorphic Computing Applications.” IEEE Magnetics Letters 14 (2023). <DOI 10.1109/LMAG.2023.3280120>.
N. Zogbi, S. Liu, C. Bennett, S. Agarwal, M. J. Marinella, J. A. C. Incorvia, and T. P. Xiao. “Massively Parallel Matrix Multiplication using Voltage Controlled Magnetic Anisotropy Domain Wall Logic.” IEEE Journal on Exploratory Solid-State Computational Devices and Circuits (JxCDC) 9, 1 (2023). <DOI 10.1109/JXCDC.2023.3266441>.
S. Liu, J. Kwon, P. W. Bessler, S. G. Cardwell, C. Schuman, J. D. Smith, J. B. Aimone, S. Misra, and J. A. C. Incorvia. “Random Bitstream Generation using Voltage-Controlled Magnetic Anisotropy and Spin Orbit Torque Magnetic Tunnel Junctions.” IEEE Journal on Exploratory Solid-State Computational Devices and Circuits (JxCDC) 8, 2 (2023). <DOI 10.1109/JXCDC.2022.3231550>.
I. V. Sabaraya, X. Li, F. Perreault, A. Dolocan, J. A. C. Incorvia, M. J. Kirisits, and N. B. Saleh. “End-of-life MoS2-enabled device and material transformation in landfill leachate and their effects on the landfill microbiome.” Environmental Science: Nano (2023). <DOI 10.1039/d2en00707j>.
2022
S. Misra, L. C. Bland, S. G. Cardwell, J. A. C. Incorvia, C. D. James, A. D. Kent, C. D. Schuman, J. D. Smith, and J. B. Aimone. “Probabilistic Neural Computing with Stochastic Devices.” Advanced Materials 2204569 (2022). <DOI 10.1002/adma.202204569>.
S. Liu, T. P. Xiao, J. Kwon, B. J. Debusschere, S. Agarwal, J. A. C. Incorvia, and C. H. Bennett. “Bayesian Neural Networks Using Magnetic Tunnel Junction-Based Probabilistic In-Memory Computing.” Frontiers in Nanotechnology 4: 1021943 (2022). <DOI 10.3389/fnano.2022.1021943>.
T. Leonard, S. Liu, M. Alamdar, H. Jin, C. Cui, O. G. Akinola, L. Xue, T. P. Xiao, J. S. Friedman, M. J. Marinella, C. H. Bennett, and J. A. C. Incorvia. “Shape-Dependent Multi-Weight Magnetic Artificial Synapses for Neuromorphic Computing.” Advanced Electronic Materials, 8, 12, 2200563 (2022). <DOI 10.1002/aelm.202200563>.
P. Jadaun*, C. Cui*, S. Liu, and J. A. C. Incorvia. “Adaptive and advanced cognition implemented with a context-aware and flexible neuron for next-generation artificial intelligence.” Proceedings of the National Academy of Sciences (PNAS) Nexus, 1, 1-18 (2022). <DOI 10.1093/pnasnexus/pgac206>. *Co-first authors.
X. Li, Z. Liu, Y. Liu, S. Karki, X. Li, D. Akinwande, and J. A. C. Incorvia. “All Electrical Control and Temperature Dependence of the Spin and Valley Hall Effect in Monolayer WSe2 Transistors.” ACS Applied Electronic Materials 4, 8, 3930-3937 (2022). <DOI 10.1021/acsaelm.2c00599>.
D. Kireev*, S. Liu*, H. Jin, T. P. Xiao, C. H. Bennett, D. Akinwande, and J. A. C. Incorvia. “Metaplastic and Energy-Efficient Biocompatible Graphene Artificial Synaptic Transistors for Enhanced Accuracy Neuromorphic Computing.” *Co-first authors. Nature Communications. 13, 4386 (2022). <DOI 10.1038/s41467-022-32078-6>.
X. Hu, B. W. Walker, F. García-Sánchez, A. J Edwards, P. Zhou, J. A. C. Incorvia, A. Paler, M. P. Frank, and J. S. Friedman. “Logical and Physical Reversibility of Conservative Skyrmion Logic.” IEEE Magnetics Letters (2022). <DOI 10.1109/LMAG.2022.3174514>.
W. H. Brigner, N. Hassan, X. Hu, C. H. Bennett, F. Garcia-Sanchez, C. Cui, M. J. Marinella, J. A. C. Incorvia, and J. S. Friedman. “Domain Wall Leaky Integrate-and-Fire Neurons with Shape-Based Configurable Activation Functions.” IEEE Trans. on Electron Devices, 69, 5 (2022). <DOI 10.1109/TED.2022.3159508>.
2021
J. A. C. Incorvia. “Special Topic on Emerging Hardware for Cognitive Computing.” IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, 7, 2 (2021). <DOI 10.1109/JXCDC.2021.3135681>.
S. Karki, V. Rogers, P. Jadaun, D. Marshall, and J. A. C. Incorvia. “Tunnel magnetoresistance in scandium nitride magnetic tunnel junctions using first principles.” Advanced Theory and Simulation (2021). Featured on Inside Cover and on journal homepage.
B. W. Walker, C. Cui, F. Garcia-Sanchez, J. A. C. Incorvia, X. Hu, and Joseph S. Friedman. “Skyrmion Logic Clocked via Voltage Controlled Magnetic Anisotropy.” Applied Physics Letters 118, 192404 (2021).
S. Liu, T. P. Xiao, C. Cui, J. A. C. Incorvia, C. H. Bennett, and M. J. Marinella. “A domain wall-magnetic tunnel junction artificial synapse with notched geometry for accurate and efficient training of deep neural networks.” Applied Physics Letters 118, 202405 (2021).
O. Akinola, I. Chakraborty, H. Celio, D. Akinwande, and J. A. C. Incorvia. “Synthesis and Characterization of Cr2C MXenes.” Journal of Materials Research (2021). Invited Feature Paper
S. Liu, C. H. Bennett, J. S. Friedman, M. J. Marinella, D. Paydarfar, and J. A. C. Incorvia. “Controllable reset behavior in domain wall-magnetic tunnel junction artificial neurons for task-adaptable computation.” IEEE Magnetics Letters (2021). Accepted. ArXiv: 2101.03095.
M. Alamdar, L. J. Chang, K. Jarvis, P. Kotula, C. Cui, Y. Liu, E. Antunano, J. E. Manuel, G. Vizkelethy, L. Xue, R. Jacobs-Gedrim, C. H. Bennett, T. P. Xiao, D. Hughart, E. Bielejec, M. J. Marinella, and J. A. C. Incorvia. “Irradiation effects on perpendicular anisotropy spin orbit torque magnetic tunnel junctions.” IEEE Transactions on Nuclear Science. (2021). Accepted.
M. Alamdar, T. Leonard, C. Cui, B. P. Rimal, L. Xue, O. G. Akinola, P. Xiao, J. S. Friedman, C. H. Bennett, M. J. Marinella, and J. A. C. Incorvia. “Domain wall-magnetic tunnel junction spin orbit torque device and circuit prototypes for in-memory computing”. Applied Physics Letters 118, 112401 (2021).
X. Hu, A. S. Abraham, J. A. C. Incorvia, and J. S. Friedman, “Hybrid Pass Transistor Logic with Dual-Gate Ambipolar CNTFETs.” IEEE Transactions on Circuits & Systems I 68, 1 (2021).
2020
I. V. Sabaraya, H. Shin, X. Li, R. Hoq, J. A. C. Incorvia, M. J. Kirisits, and N. B. Saleh. “Role of electrostatics in the heterogeneous interaction of two-dimensional engineered MoS2 nanosheets and natural clay colloids: Influence of pH and Natural Organic Matter.” Environmental Science & Technology 55, 2 (2020), pp. 919-929.
C. Cui, O. G. Akinola, N. Hassan, C. H. Bennett, M. J. Marinella, J. S. Friedman, and J. A. C. Incorvia. “Maximized lateral inhibition in paired magnetic domain wall racetracks for neuromorphic computing.” IOP Nanotechnology 31, 29 (2020).
F. Kenarangi, X. Hu, Y. Liu, J. A. C. Incorvia, J. S. Friedman, I. Partin-Vaisband. “Exploiting dual-gate ambipolar CNFETs for scalable machine learning classification.” Sci. Rep. 10:5735 (2020).
W. H. Brigner, X. Hu, N. Hassan, L. Jiang-Wei, C. H. Bennett, F. Garcia-Sanchez, O. G. Akinola, M. Pasquale, M. J. Marinella, J. A. C. Incorvia, and J. S. Friedman. “Three artificial spintronic leaky integrate-and-fire neurons.” SPIN 10, 2, 2040003 (2020).
2019
T. P. Xiao, C. H. Bennett, X. Hu, B. Feinberg, R. Jacobs-Gedrim, S. Agarwal, J. Brunhaver, J. S. Friedman, J. A. C. Incorvia, and M. J. Marinella. “Energy and performance benchmarking of a domain wall-magnetic tunnel junction multibit adder.” IEEE Journal of Exploratory Solid-State Computational Devices and Circuits 5, 2 (2019).
O. G. Akinola, X. Hu, C. H. Bennett, M. Marinella, J. S. Friedman, and J. A. C. Incorvia. “Three-terminal magnetic tunnel junction synapse circuits showing spike-timing-dependent plasticity.” IOP Journal of Physics D: Applied Physics 52, 49 (2019).
W. H. Brigner, N. Hassan, L. Jiang-Wei, X. Hu, D. Saha, C. H. Bennett, M. J. Marinella, J. A. C. Incorvia, F. Garcia-Sanchez, and J. S. Friedman. “Shape-based magnetic domain wall drift for an artificial spintronic leaky integrate-and-fire neuron.” IEEE Trans. On Electron Devices 66, 11 (2019).
X. Hu, A. Timm, W. H. Brigner, J. A. C. Incorvia, and J. S. Friedman. “SPICE-only model for spin-transfer torque domain wall MTJ logic.” IEEE Trans. On Electron Devices. 66, 2817–2821 (2019).
W. H. Brigner, X. Hu, N. Hassan, C. H. Bennett, J. A. C. Incorvia, F. Garcia-Sanchez, and J. S. Friedman. “Graded-anisotropy-induced magnetic domain wall drift for an artificial spintronic leaky integrate-and-fire neuron.” IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, 5, 1, (2019).
E. Barre, J. A. C. Incorvia, S. H. Kim, C. McClellan, E. Pop, H. -S. P. Wong, and T. Heinz. “Spatial separation of carrier spin by the valley Hall effect in monolayer WSe2 transistors.” Nano Letters (2019).
2018
N. Hassan, X. Hu, L. Jiang-Wei, W. H. Brigner, C. H. Bennett, O. G Akinola, J. A. C. Incorvia, and J. S. Friedman. “Magnetic domain wall neuron with lateral inhibition.” Journal of Applied Physics 124:15, 152127 (2018).
C. H. Wang, J. A. C. Incorvia, C. McClellan, A. C. Yu, M. J. Mleczko, E. Pop, and H. -S. P. Wong. “Unipolar n-type black phosphorus transistors with low work function contacts.” Nano Letters 18, 5 (2018).
S. Fujii, J. A. C. Incorvia, F. Yuan, S. Qin, Y. Chai, and H. -S. P Wong. “Scaling the CBRAM switching layer diameter to 30 nm improves cycling endurance.” IEEE Electron Device Letters 39, 23-26 (2018).
-2017
S. A. Siddiqui, S. Dutta, J. A. Currivan-Incorvia, C. A. Ross, and M. A. Baldo. “Effects of magnetostatic interactions on stochastic domain wall motion in sub-100 nm wide wires.” IEEE Magnetics Letters 9 (2017).
S. Dutta, S. A. Siddiqui, J. A. Currivan-Incorvia, C. A. Ross, and M. A. Baldo. “The spatial resolution limit for an individual domain wall in magnetic nanowires.” Nano Letters 17, 5869-5874 (2017).
J. Zhang, S. A. Siddiqui, P. Ho, J. A. Currivan-Incorvia, L. Tryputen, E. Lage, D. C. Bono, M. A. Baldo, and C. A. Ross. “360° domain walls: stability, magnetic field and electric current effects.” New Journal of Physics 18, 053028 (2016).
J. A. Currivan-Incorvia, S. Siddiqui, S. Dutta, E. R. Evarts, J. Zhang, D. Bono, C. A. Ross, and M. A. Baldo. “Logic circuit prototypes for three-terminal magnetic tunnel junctions with mobile domain walls.” Nature Communications 7, 10275 (2016).
S. Dutta, S. A. Siddiqui, J. A. Currivan-Incorvia, C. A. Ross, and M. A. Baldo. “Micromagnetic modeling of domain wall motion in sub-100-nm-wide wires with individual and periodic edge defects.” AIP Advances 5, 127206 (2015).
J. Zhang, P. Ho, J. A. Currivan-Incorvia, S. A. Siddiqui, M. A. Baldo, and C. A. Ross. “Edge-modulated perpendicular magnetic anisotropy in [Co/Pd]n and L10-FePt thin film wires.” Applied Physics Letters 107, 182408 (2015).
C. C. Kathrein, W. Bai, J. A. Currivan-Incorvia, G. Liontos, K. Ntetsikas, A. Avgeropoulos, A. Böker, L. Tsarkova, and C. A. Ross. “Combining graphoepitaxy and electric fields towards uniaxial alignment of solvent-annealed poly(styrene)-b-poly(dimethylsiloxane) block copolymers.” Chemistry of Materials, 150915103728004 (2015).
J. Zhang, J. A. Currivan-Incorvia, L. Tryputen, P. Ho, M. A. Baldo, and C. A. Ross. “Effects of edge taper on domain wall structure and current-driven Walker breakdown in a ferromagnetic thin film wire.” IEEE Magnetics Letters 6, 3500204 (2015).
P. Ho, J. S. Zhang, J. A. Currivan-Incorvia, D. C. Bono, and C. A. Ross. “Field and current-driven magnetic domain wall motion in disordered A1-FePt nanowires.” IEEE Magnetics Letters 6, 3000104 (2015).
J. A. Currivan, S. Siddiqui, S. Ahn, L. Tryputen, G. S. D. Beach, M. A. Baldo, and C. A. Ross. “Polymethyl methacrylate / Hydrogen silsesquioxane bilayer resist electron beam lithography process for etching 25 nm wide magnetic wires.” Journal of Vacuum Science and Technology B 32.2, 021601 (2014).
C. Tello, T. Villela, S. Torres, M. Bersanelli, G. F. Smoot, I. S. Ferreira, A. Cingoz, J. Lamb, D. Barbosa, D. Perez-Becker, S. Ricciardi, J. A. Currivan, P. Platania, and D. Maino. “The 2.3 GHz continuum survey of the GEM project.” Astronomy & Astrophysics 556, A1 (2013).
A. Ullah, S. K. Ruddell, J. A. Currivan, and M. D. Hoogerland. “Quantum resonant effects in the delta-kicked rotor revisited.” European Physical Journal D 66, 315 (2012).
J. A. Currivan, Y. Jang, M. D. Mascaro, M. A. Baldo, and C. A. Ross. “Low energy magnetic domain wall logic in short, narrow ferromagnetic wires.” IEEE Magnetics Letters 3, 3000104 (2012).
S. Yoon, Y. Jang, C. Nam, J. A. Currivan, B. K. Cho, and C. A. Ross. “Magnetic frustration in circular arrays of dipoles.” IEEE Magnetics Letters 3, 4000104 (2012).
A. K. Carton, S. C. Gavenonis, J. A. Currivan, E. F. Conant, M. D. Schnall, and A. D. A. Maidment. “Dual-energy contrast-enhanced digital breast tomosynthesis – a feasibility study.” British Journal of Radiology 83, 344-350 (2010).
J. A. Currivan, A. Ullah and M. D. Hoogerland. “The initial velocity dependence of the quantum resonance in the delta-kicked rotor.” Europhysics Letters 85.3 (2009).
A. K. Carton, J. A. Currivan, E. Conant, and A. Maidment. “Temporal subtraction versus dual-energy contrast enhanced digital breast tomosynthesis: a pilot study.” In Digital Mammography Vol. 5116 (ed. E.A. Krupinski) 166-173 (Springer-Verlag Berlin, Heidelberg, Germany, 2008).
CONFERENCE PEER-REVIEWED PUBLICATIONS
2023
C. Cui, T. Leonard, S. Liu, H. Jin, J. S. Friedman, C. Bennett, and J. A. C. Incorvia. “Fabrication of Domain Wall based Magnetic Tunnel Junction Devices with Intrinsic Neuromorphic Functionality.” Proceedings of The Magnetic Recording Conference (TMRC), Minneapolis, MN, Aug. 2023.
F. C. M. Wu, S-H Wu, X. Li, J. A. C. Incorvia, and E. T. Yu. “Control of Dark Exciton Dynamics in Suspended WSe2 Monolayer via Electrostatic Deflection.” Electronic Materials Conference (EMC) 2023.
C. H. Bennett, T. P. Xiao, L. Leonard, J. Young, G. Vizkelethy, E. Bielejec, D. R. Hughart, M. J. Marinella, and J. A. C. Incorvia. “Radiation Response of Domain-Wall Magnetic Tunnel Junction Logic Devices.” Nuclear and Space Radiation Effects Conference (NSREC) 2023.
2022
S. G. Cardwell, C. D. Schuman, J. D. Smith, K. Patel, J. Kwon, S. Liu, C. Allemang, S. Misra, J. A. C. Incorvia, and J. B. Aimone. “Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation.” International Conference on Rebooting Computing (ICRC). San Francisco, CA, Dec. 2022. ArXiv preprint: arXiv:2212.00625.
X. Li, Z. Liu, Y. Liu, S. Karki, X. Li, D. Akinwande, and J. A. C. Incorvia. “Controlling the Spin and Valley Hall Effect in Monolayer WSe2 at Elevated Temperatures.” Proc. SPIE 12205, Spintronics XV, 1220507 (2022). <DOI 10.1117/12.2633913>.
H. Zhu, K. Zhu, J. Gu, H. Jin, R. Chen, J. A. C. Incorvia, and David Z. Pan. “Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration.” International Conference on Computer-Aided Design (ICCAD). San Francisco, CA, Nov. 2022. <DOI 10.1145/3508352.3549449>.
X. Li, Z. Liu, Y. Liu, S. Karki, X. Li, D. Akinwande, and J. A. C. Incorvia. “Controlling the Spin and Valley Hall Effect in Monolayer WSe2 for Spintronics at Elevated Temperatures.” Device Research Conference, Columbus, OH, June 2022.
C. Cui, O. G. Akinola, N. Hassan, C. H. Bennett, M. J. Marinella, J. S. Friedman, and J. A. C. Incorvia. “Intrinsic Lateral Inhibition Facilitates Winner-Take-All in Domain Wall Racetrack Arrays for Neuromorphic Computing.” IEEE International Symposium on Circuits and Systems (ISCAS), Austin, TX, May 2022.
2021
S. Karki, V. Rogers, S. Chen, P. Jadaun, D. S. Marshall, and J. A. C. Incorvia. “Density functional theory analysis of symmetry-filtering scandium nitride magnetoresistive junctions.” Proc. SPIE Nanoscience+Engineering, Spintronics XIV, 118051T (2021).
N. Hassan, W. H. Brigner, C. H. Bennett, A. Velasquez, X. Hu, S. Liu, C. Cui, M. J. Marinella, F. GarciaSanchez, J. A. C. Incorvia, J. S. Friedman, “Unsupervised Learning in a Purely Spintronic Multilayer Perceptron Enabled by Four-Terminal Domain Wall Magnetic Tunnel Junction Neuron,” SPIE Spintronics, Aug. 2021 (invited).
X. Hu, M. Chauwin, F. Garcia-Sanchez, B. W. Walker, N. Betrabet, J. A. C. Incorvia, A. Paler, C. Moutafis, J. S. Friedman. “Skyrmion Logic System for Large-Scale Reversible Computing,” IEEE International Conference on Nanotechnology, July 2021 (invited).
W. H. Brigner, N. Hassan, C. H. Bennett, X. Hu, A. Velasquez, F. Garcia-Sanchez, M. J. Marinella, J. A. C. Incorvia, and J. S. Friedman. “CMOS-Free Spintronic Neural Network with Unsupervised Learning.” Government Microcircuit Applications & Critical Technology Conference (2021).
2020
M. Alamdar, L. J. Chang, C. Cui, Y. Liu, E. Antunano, J. E. Manuel, G. Vizkelethy, L. Xue, R. Jacobs-Gedrim, C. H. Bennett, T. P. Xiao, D. Hughart, E. Bielejec, M. J. Marinella, and J. A. C. Incorvia. “Heavy ion irradiation effects on perpendicular anisotropy spin orbit torque magnetic tunnel junctions.” Nuclear and Space Radiation Effects Conference 2020.
C. H. Bennett, T. P. Xiao, N. Hassan, O. G. Akinola, J. A. C. Incorvia, A. Velasquez, J. S. Friedman, and M. J. Marinella. “Plasticity-enhanced domain-wall MTJ neural networks for energy-efficient online learning.” IEEE International Symposium on Circuits and Systems (ISCAS) 2020.
N. Hassan, W. H. Brigner, X. Hu, O. G. Akinola, C. H. Bennett, M. J. Marinella, F. Garcia-Sanchez, J. A. C. Incorvia, and J. S. Friedman. “CMOS-Free Magnetic Domain Wall Leaky Integrate-and-Fire Neurons with Intrinsic Lateral Inhibition.” 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020.
X. Hu, A. J. Edwards, T. P. Xiao, C. H. Bennett, J. A. C. Incorvia, M. J. Marinella, and J. S. Friedman. “Process variation model and analysis for domain wall-magnetic tunnel junction logic.” 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020.
C. Cui, O. G. Akinola, N. Hassan, C. H. Bennett, M. J. Marinella, J. S. Friedman, and J. A. C. Incorvia. “Lateral inhibition in magnetic domain wall racetrack for neuromorphic computing.” Proc. SPIE 11470, Spintronics XIII, 1147011 (2020).
T. P. Xiao, C. H. Bennett, X. Hu, B. Feinberg, R. Jacobs-Gedrim, S. Agarwal, J. S. Brunhaver, J. S. Friedman, J. A. C. Incorvia, and M. J. Marinella. “Energy-efficient stateful logic with magnetic domain walls.” Proc. SPIE 11470, Spintronics XIII, 114703M (2020).
2019
C. H. Bennett, N. Hassan, X. Hu, J. A. C. Incorvia, J. S. Friedman, M. J. Marinella. “Semi-supervised learning and inference in domain-wall magnetic tunnel junction (DW-MTJ) neural networks.” Proc. SPIE 11090, Spintronics XII, 110903I (2019).
W. H. Brigner, N. Hassan, X. Hu, L. Jiang-Wei, O. G. Akinola, F. Garcia-Sanchez, M. Pasquale, C. H. Bennett, J. A. C. Incorvia, and J. S. Friedman, “Magnetic domain wall neuron with intrinsic leaking and lateral inhibition capability,” Proc. SPIE 11090, Spintronics XII, 110903K (2019).
-2018
L. Ling, Z. Zhu, T. Wang, J.A. Currivan-Incorvia, A. Yoon, and H-S.P. Wong. “BEOL compatible graphene/Cu with improved electromigration lifetime for future interconnects.” International Electron Devices Meeting (IEDM) (2016).
J.A. Currivan-Incorvia, S. Siddiqui, S. Dutta, E.R. Evarts, C.A. Ross, and M.A. Baldo. “Spintronic logic circuit and device prototypes utilizing domain walls in ferromagnetic wires with tunnel junction readout.” International Electron Devices Meeting (IEDM), 32-6 (2015).
FILED PATENTS
J. A. C. Incorvia, S. Karki, and D. Marshall. “Scandium nitride magnetic tunnel junction device.” US Patent W02020150419. Issued 23 July 2020.
J. A. Currivan-Incorvia, M. A. Baldo, and C. A. Ross. “Low energy magnetic domain wall logic device.” US Patent 13/676,656. Filed 14 Nov. 2012, issued 08 Dec. 2015.