Matthew J. Marinella

56 papers A* 1A 1B 2C 8Misc 1Journal 30Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Noise-Agnostic One-Shot Training and Retraining for Robust DNN Inferencing on Analog Compute-in-Memory Systems. ASP-DAC Ashish Reddy Bommana, Ben Feinberg, Tianyao Patrick Xiao, Christopher H. Bennett, Matthew J. Marinella, Krishnendu Chakrabarty
2025	A	`conf`	Fault Tolerance in RRAM-based AI Accelerator with Guided Randomized Activation. ITC Soyed Tuhin Ahmed, Eduardo Ortega, Ryan Depsey, T. Patrick Xiao, Ben Feinberg, Christopher H. Bennett, Matthew J. Marinella, Krishnendu Chakrabarty
2025	—	`conf`	ReSpike: A Co-Design Framework for Evaluating SNNs on ReRAM-Based Neuromorphic Processors. Euro-Par (2) Kazi Asifuzzaman, Aaron R. Young, Prasanna Date, Shruti R. Kulkarni, Narasinga Rao Miniskar, Matthew J. Marinella, Jeffrey S. Vetter
2025	J	`jnl`	Self-heating electrochemical memory for high-precision analog computing. CoRR Adam L. Gross, Sangheon Oh, François Léonard, Wyatt Hodges, T. Patrick Xiao, Joshua D. Sugar, Jacklyn Zhu, Sritharini Radhakrishnan, Sangyong Lee, Jolie Wang, Adam S. Christensen, Sam Lilak, Patrick S. Finnegan, Patrick Crandall, Christopher H. Bennett, William Wahby, Robin Jacobs-Gedrim, Matthew J. Marinella, Suhas Kumar, Sapan Agarwal, Yiyang Li, A. Alec Talin, Elliot J. Fuller
2024	Misc	`conf`	A Discovery Platform to Characterize Emerging Nonvolatile Memories for Computing. VTS D. Wilson, Nad E. Gilbert, Matt Spear, J. Short, Christopher H. Bennett, William Wahby, Joshua E. Kim, Robin Jacobs-Gedrim, Tianyao Patrick Xiao, S. Agarwal, Matthew J. Marinella
2024	J	`jnl`	Analog fast Fourier transforms for scalable and efficient signal processing. CoRR T. Patrick Xiao, Ben Feinberg, David K. Richardson, Matthew Cannon, Harsha Medu, Vineet Agrawal, Matthew J. Marinella, Sapan Agarwal, Christopher H. Bennett
2024	—	`conf`	SHIFFT: A Scalable Hybrid In-Memory Computing FFT Accelerator. ISVLSI Pragnya Sudershan Nalla, Zhenyu Wang, Sapan Agarwal, T. Patrick Xiao, Christopher H. Bennett, Matthew J. Marinella, Jae-sun Seo, Yu Cao
2023	J	`jnl`	Abisko: Deep codesign of an architecture for spiking neural networks using novel neuromorphic materials. Int. J. High Perform. Comput. Appl. Jeffrey S. Vetter, Prasanna Date, Farah Fahim, Shruti R. Kulkarni, Petro Maksymovych, A. Alec Talin, Marc González Tallada, Pruek Vanna-Iampikul, Aaron R. Young, David Brooks, Yu Cao, Gu-Yeon Wei, Sung Kyu Lim, Frank Liu, Matthew J. Marinella, Bobby G. Sumpter, Narasinga Rao Miniskar
2023	—	`conf`	Enabling High-Speed, High-Resolution Space-based Focal Plane Arrays with Analog In-Memory Computing. VLSI Technology and Circuits T. Patrick Xiao, W. S. Wahby, Christopher H. Bennett, Park Hays, V. Agrawal, Matthew J. Marinella, Sapan Agarwal
2023	J	`jnl`	Research Challenges for Energy-Efficient Computing in Automated Vehicles. Computer Robert P. Dick, Rob Aitken, Jace Mogill, John Paul Strachan, Kirk Bresniker, Wei Lu, Yorie Nakahira, Zhiyong Li, Matthew J. Marinella, William Severa, A. Alec Talin, Craig M. Vineyard, Suhas Kumar, Christian Mailhiot, Lennie Klebanoff
2023	—	`conf`	Statistical Characterization of ReRAM Arrays for Analog In-Memory Computing. ICRC Jesse Short, Matthew Spear, Donald Wilson, William Wahby, T. Patrick Xiao, Robin Jacobs-Gedrim, Christopher H. Bennett, Nad Gilbert, Sapan Agarwal, Matthew J. Marinella
2023	—	`conf`	TID Response of an Analog In-Memory Neural Network Accelerator. IRPS B. Tolleson, Christopher H. Bennett, T. Patrick Xiao, Donald Wilson, Jesse Short, Joshua E. Kim, David R. Hughart, Nad Gilbert, Sapan Agarwal, Hugh J. Barnaby, Matthew J. Marinella
2022	J	`jnl`	An Accurate, Error-Tolerant, and Energy-Efficient Neural Network Inference Engine Based on SONOS Analog Memory. IEEE Trans. Circuits Syst. I Regul. Pap. T. Patrick Xiao, Ben Feinberg, Christopher H. Bennett, Vineet Agrawal, Prashant Saxena, Venkatraman Prabhakar, Krishnaswamy Ramkumar, Harsha Medu, Vijay Raghavan, Ramesh Chettuvetty, Sapan Agarwal, Matthew J. Marinella
2022	—	`conf`	Analog Neural Network Inference Accuracy in One-Selector One-Resistor Memory Arrays. ICRC Joshua E. Kim, T. Patrick Xiao, Christopher H. Bennett, Donald Wilson, Matthew Spear, Maximilian Siath, Ben Feinberg, Sapan Agarwal, Matthew J. Marinella
2022	B	`conf`	Eris: Fault Injection and Tracking Framework for Reliability Analysis of Open-Source Hardware. ISPASS Shubham Nema, Justin Kirschner, Debpratim Adak, Sapan Agarwal, Ben Feinberg, Arun F. Rodrigues, Matthew J. Marinella, Amro Awad
2022	C	`conf`	Intrinsic Lateral Inhibition Facilitates Winner-Take-All in Domain Wall Racetrack Arrays for Neuromorphic Computing. ISCAS Can Cui, Otitoaleke G. Akinola, Naimul Hassan, Christopher H. Bennett, Matthew J. Marinella, Joseph S. Friedman, Jean Anne C. Incorvia
2022	J	`jnl`	Physical Compact Model for Three-Terminal SONOS Synaptic Circuit Element. Adv. Intell. Syst. Su-In Yi, A. Alec Talin, Matthew J. Marinella, Richard Stanley Williams
2022	J	`jnl`	Physical Compact Model for Three-Terminal SONOS Synaptic Circuit Element. Adv. Intell. Syst. Su-In Yi, A. Alec Talin, Matthew J. Marinella, R. Stanley Williams
2022	C	`conf`	Purely Spintronic Leaky Integrate-and-Fire Neurons. ISCAS Wesley H. Brigner, Naimul Hassan, Xuan Hu, Christopher H. Bennett, Felipe García-Sánchez, Matthew J. Marinella, Jean Anne C. Incorvia, Joseph S. Friedman
2022	C	`conf`	Self-correcting Flip-flops for Triple Modular Redundant Logic in a 12-nm Technology. ISCAS Lawrence T. Clark, Alen Duvnjak, Clifford Young-Sciortino, Matthew Cannon, John S. Brunhaver, Sapan Agarwal, Jereme Neuendank, Donald Wilson, Hugh J. Barnaby, Matthew J. Marinella
2021	A*	`conf`	An Analog Preconditioner for Solving Linear Systems. HPCA Ben Feinberg, Ryan Wong, T. Patrick Xiao, Christopher H. Bennett, Jacob N. Rohan, Erik G. Boman, Matthew J. Marinella, Sapan Agarwal, Engin Ipek
2021	J	`jnl`	Controllable reset behavior in domain wall-magnetic tunnel junction artificial neurons for task-adaptable computation. CoRR Samuel Liu, Christopher H. Bennett, Joseph S. Friedman, Matthew J. Marinella, David Paydarfar, Jean Anne C. Incorvia
2021	J	`jnl`	High-Speed CMOS-Free Purely Spintronic Asynchronous Recurrent Neural Network. CoRR Pranav O. Mathews, Christian B. Duffee, Abel Thayil, Ty E. Stovall, Christopher H. Bennett, Felipe García-Sánchez, Matthew J. Marinella, Jean Anne C. Incorvia, Naimul Hassan, Xuan Hu, Joseph S. Friedman
2021	J	`jnl`	On the Accuracy of Analog Neural Network Inference Accelerators. CoRR T. Patrick Xiao, Ben Feinberg, Christopher H. Bennett, Venkatraman Prabhakar, Prashant Saxena, Vineet Agrawal, Sapan Agarwal, Matthew J. Marinella
2021	J	`jnl`	Shape-Dependent Multi-Weight Magnetic Artificial Synapses for Neuromorphic Computing. CoRR Thomas Leonard, Samuel Liu, Mahshid Alamdar, Can Cui, Otitoaleke G. Akinola, Lin Xue, T. Patrick Xiao, Joseph S. Friedman, Matthew J. Marinella, Christopher H. Bennett, Jean Anne C. Incorvia
2020	C	`conf`	CMOS-Free Magnetic Domain Wall Leaky Integrate-and-Fire Neurons with Intrinsic Lateral Inhibition. ISCAS Naimul Hassan, Wesley H. Brigner, Xuan Hu, Otitoaleke G. Akinola, Christopher H. Bennett, Matthew J. Marinella, Felipe García-Sánchez, Jean Anne C. Incorvia, Joseph S. Friedman
2020	J	`jnl`	CMOS-Free Multilayer Perceptron Enabled by Four-Terminal MTJ Device. CoRR Wesley H. Brigner, Naimul Hassan, Xuan Hu, Christopher H. Bennett, Felipe García-Sánchez, Matthew J. Marinella, Jean Anne C. Incorvia, Joseph S. Friedman
2020	—	`conf`	Device-aware inference operations in SONOS nonvolatile memory arrays. IRPS Christopher H. Bennett, T. Patrick Xiao, Ryan Dellana, Ben Feinberg, Sapan Agarwal, Matthew J. Marinella, Vineet Agrawal, Venkatraman Prabhakar, Krishnaswamy Ramkumar, Long Hinh, Swatilekha Saha, Vijay Raghavan, Ramesh Chettuvetty
2020	J	`jnl`	Device-aware inference operations in SONOS nonvolatile memory arrays. CoRR Christopher H. Bennett, T. Patrick Xiao, Ryan Dellana, Vineet Agrawal, Ben Feinberg, Venkatraman Prabhakar, Krishnaswamy Ramkumar, Long Hinh, Swatilekha Saha, Vijay Raghavan, Ramesh Chettuvetty, Sapan Agarwal, Matthew J. Marinella
2020	J	`jnl`	Domain Wall Leaky Integrate-and-Fire Neurons with Shape-Based Configurable Activation Functions. CoRR Wesley H. Brigner, Naimul Hassan, Xuan Hu, Christopher H. Bennett, Felipe García-Sánchez, Can Cui, Alvaro Velasquez, Matthew J. Marinella, Jean Anne C. Incorvia, Joseph S. Friedman
2020	—	`conf`	Evaluating complexity and resilience trade-offs in emerging memory inference machines. NICE Christopher H. Bennett, Ryan Dellana, T. Patrick Xiao, Ben Feinberg, Sapan Agarwal, Suma Cardwell, Matthew J. Marinella, William Severa, Brad Aimone
2020	J	`jnl`	Evaluating complexity and resilience trade-offs in emerging memory inference machines. CoRR Christopher H. Bennett, Ryan Dellana, T. Patrick Xiao, Ben Feinberg, Sapan Agarwal, Suma Cardwell, Matthew J. Marinella, William Severa, Brad Aimone
2020	J	`jnl`	Memristor Model Optimization Based on Parameter Extraction From Device Characterization Data. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chris Yakopcic, Tarek M. Taha, David J. Mountain, Thomas Salter, Matthew J. Marinella, Mark R. McLean
2020	J	`jnl`	PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-Efficient ReRAM. IEEE Trans. Computers Aayush Ankit, Izzat El Hajj, Sai Rahul Chalamalasetti, Sapan Agarwal, Matthew J. Marinella, Martin Foltin, John Paul Strachan, Dejan S. Milojicic, Wen-Mei Hwu, Kaushik Roy
2020	C	`conf`	Plasticity-Enhanced Domain-Wall MTJ Neural Networks for Energy-Efficient Online Learning. ISCAS Christopher H. Bennett, T. Patrick Xiao, Can Cui, Naimul Hassan, Otitoaleke G. Akinola, Jean Anne C. Incorvia, Alvaro Velasquez, Joseph S. Friedman, Matthew J. Marinella
2020	J	`jnl`	Plasticity-Enhanced Domain-Wall MTJ Neural Networks for Energy-Efficient Online Learning. CoRR Christopher H. Bennett, T. Patrick Xiao, Can Cui, Naimul Hassan, Otitoaleke G. Akinola, Jean Anne C. Incorvia, Alvaro Velasquez, Joseph S. Friedman, Matthew J. Marinella
2020	C	`conf`	Process Variation Model and Analysis for Domain Wall-Magnetic Tunnel Junction Logic. ISCAS Xuan Hu, Alexander J. Edwards, T. Patrick Xiao, Christopher H. Bennett, Jean Anne C. Incorvia, Matthew J. Marinella, Joseph S. Friedman
2020	J	`jnl`	Unsupervised Competitive Hardware Learning Rule for Spintronic Clustering Architecture. CoRR Alvaro Velasquez, Christopher H. Bennett, Naimul Hassan, Wesley H. Brigner, Otitoaleke G. Akinola, Jean Anne C. Incorvia, Matthew J. Marinella, Joseph S. Friedman
2019	J	`jnl`	Contrasting Advantages of Learning With Random Weights and Backpropagation in Non-Volatile Memory Neural Networks. IEEE Access Christopher H. Bennett, Vivek Parmar, Laurie E. Calvet, Jacques-Olivier Klein, Manan Suri, Matthew J. Marinella, Damien Querlioz
2019	J	`jnl`	PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-efficient ReRAM. CoRR Aayush Ankit, Izzat El Hajj, Sai Rahul Chalamalasetti, Sapan Agarwal, Matthew J. Marinella, Martin Foltin, John Paul Strachan, Dejan S. Milojicic, Wen-mei W. Hwu, Kaushik Roy
2019	J	`jnl`	Redox transistors for neuromorphic computing. IBM J. Res. Dev. Elliot J. Fuller, Yiyang Li, Christopher H. Bennett, Scott T. Keene, Armantas Melianas, Sapan Agarwal, Matthew J. Marinella, Alberto Salleo, A. Alec Talin
2019	J	`jnl`	Shape-based Magnetic Domain Wall Drift for an Artificial Spintronic Leaky Integrate-and-Fire Neuron. CoRR Wesley H. Brigner, Naimul Hassan, Lucian Jiang-Wei, Xuan Hu, Diptish Saha, Christopher H. Bennett, Matthew J. Marinella, Jean Anne C. Incorvia, Felipe García-Sánchez, Joseph S. Friedman
2019	J	`jnl`	Sparse Data Acquisition on Emerging Memory Architectures. IEEE Access Tu-Thach Quach, Sapan Agarwal, Conrad D. James, Matthew J. Marinella, James B. Aimone
2019	J	`jnl`	Using Floating Gate Memory to Train Ideal Accuracy Neural Networks. CoRR Sapan Agarwal, Diana Garland, John Niroula, Robin B. Jacobs-Gedrim, Alexander H. Hsia, Michael S. van Heukelom, Elliot J. Fuller, Bruce Draper, Matthew J. Marinella
2019	—	`conf`	Wafer-Scale TaOx Device Variability and Implications for Neuromorphic Computing Applications. IRPS Christopher H. Bennett, Diana Garland, Robin B. Jacobs-Gedrim, Sapan Agarwal, Matthew J. Marinella
2018	J	`jnl`	Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator. IEEE J. Emerg. Sel. Topics Circuits Syst. Matthew J. Marinella, Sapan Agarwal, Alexander H. Hsia, Isaac Richter, Robin Jacobs-Gedrim, John Niroula, Steven J. Plimpton, Engin Ipek, Conrad D. James
2017	—	`conf`	Impact of Linearity and Write Noise of Analog Resistive Memory Devices in a Neural Algorithm Accelerator. ICRC Robin B. Jacobs-Gedrim, Sapan Agarwal, Kathrine E. Knisely, Jim E. Stevens, Michael S. van Heukelom, David R. Hughart, John Niroula, Conrad D. James, Matthew J. Marinella
2017	J	`jnl`	Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator. CoRR Matthew J. Marinella, Sapan Agarwal, Alexander H. Hsia, Isaac Richter, Robin Jacobs-Gedrim, John Niroula, Steven J. Plimpton, Engin Ipek, Conrad D. James
2017	C	`conf`	Ziksa: On-chip learning accelerator with memristor crossbars for multilevel neural networks. ISCAS Abdullah M. Zyarah, Nicholas Soures, Lydia Hays, Robin Jacobs-Gedrim, Sapan Agarwal, Matthew J. Marinella, Dhireesha Kudithipudi
2016	J	`jnl`	Neuromemristive Systems: Boosting Efficiency through Brain-Inspired Computing. Computer Cory E. Merkel, Raqibul Hasan, Nicholas Soures, Dhireesha Kudithipudi, Tarek M. Taha, Sapan Agarwal, Matthew J. Marinella
2016	B	`conf`	Resistive memory device requirements for a neural algorithm accelerator. IJCNN Sapan Agarwal, Steven J. Plimpton, David R. Hughart, Alexander H. Hsia, Isaac Richter, Jonathan A. Cox, Conrad D. James, Matthew J. Marinella
2015	J	`jnl`	Reconfigurable Memristive Device Technologies. Proc. IEEE Arthur H. Edwards, Hugh J. Barnaby, Kristy A. Campbell, Michael N. Kozicki, Wei Liu, Matthew J. Marinella
2015	—	`conf`	Trapping characteristics and parametric shifts in lateral GaN HEMTs with SiO2/AlGaN gate stacks. IRPS M. P. King, Jeramy Ray Dickerson, S. Dasgupta, Matthew J. Marinella, R. J. Kaplar, Daniel Piedra, Min Sun, Tomás Palacios
2014	J	`jnl`	Degenerate Resistive Switching and Ultrahigh Density Storage in Resistive Memory. CoRR Andrew J. Lohn, Patrick R. Mickel, Conrad D. James, Matthew J. Marinella
2014	C	`conf`	Emerging resistive switching memory technologies: Overview and current status. ISCAS Matthew J. Marinella
2014	—	`ch.`	Memristors as Synapses in Artificial Neural Networks: Biomimicry Beyond Weight Change. Cybersecurity Systems for Human Cognition Augmentation Andrew J. Lohn, Patrick R. Mickel, James B. Aimone, Erik P. DeBenedictis, Matthew J. Marinella