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Matthew J. Marinella
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2020 – today
- 2024
- [c21]D. Wilson, Nad E. Gilbert, Matt Spear, J. Short, Christopher H. Bennett, William Wahby, J. Kim
, Robin Jacobs-Gedrim, Tianyao Patrick Xiao, S. Agarwal, Matthew J. Marinella:
A Discovery Platform to Characterize Emerging Nonvolatile Memories for Computing. VTS 2024: 1-5 - 2023
- [j13]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:
Research Challenges for Energy-Efficient Computing in Automated Vehicles. Computer 56(3): 47-58 (2023) - [j12]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:
Abisko: Deep codesign of an architecture for spiking neural networks using novel neuromorphic materials. Int. J. High Perform. Comput. Appl. 37(3-4): 351-379 (2023) - [c20]Jesse Short, Matthew Spear, Donald Wilson, William Wahby, T. Patrick Xiao, Robin Jacobs-Gedrim, Christopher H. Bennett, Nad Gilbert, Sapan Agarwal, Matthew J. Marinella:
Statistical Characterization of ReRAM Arrays for Analog In-Memory Computing. ICRC 2023: 1-5 - [c19]B. Tolleson, Christopher H. Bennett, T. Patrick Xiao, Donald Wilson, Jesse Short, J. Kim
, David R. Hughart, Nad Gilbert, Sapan Agarwal, Hugh J. Barnaby, Matthew J. Marinella:
TID Response of an Analog In-Memory Neural Network Accelerator. IRPS 2023: 1-6 - [c18]T. Patrick Xiao, W. S. Wahby, Christopher H. Bennett, Park Hays, V. Agrawal, Matthew J. Marinella, Sapan Agarwal:
Enabling High-Speed, High-Resolution Space-based Focal Plane Arrays with Analog In-Memory Computing. VLSI Technology and Circuits 2023: 1-2 - 2022
- [j11]Su-In Yi
, A. Alec Talin, Matthew J. Marinella, Richard Stanley Williams
:
Physical Compact Model for Three-Terminal SONOS Synaptic Circuit Element. Adv. Intell. Syst. 4(9) (2022) - [j10]Su-In Yi
, A. Alec Talin, Matthew J. Marinella, R. Stanley Williams
:
Physical Compact Model for Three-Terminal SONOS Synaptic Circuit Element. Adv. Intell. Syst. 4(9) (2022) - [j9]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
:
An Accurate, Error-Tolerant, and Energy-Efficient Neural Network Inference Engine Based on SONOS Analog Memory. IEEE Trans. Circuits Syst. I Regul. Pap. 69(4): 1480-1493 (2022) - [c17]Joshua E. Kim
, T. Patrick Xiao, Christopher H. Bennett, Donald Wilson, Matthew Spear, Maximilian Siath, Ben Feinberg, Sapan Agarwal
, Matthew J. Marinella:
Analog Neural Network Inference Accuracy in One-Selector One-Resistor Memory Arrays. ICRC 2022: 7-12 - [c16]Can Cui, Otitoaleke G. Akinola, Naimul Hassan, Christopher H. Bennett, Matthew J. Marinella, Joseph S. Friedman, Jean Anne C. Incorvia:
Intrinsic Lateral Inhibition Facilitates Winner-Take-All in Domain Wall Racetrack Arrays for Neuromorphic Computing. ISCAS 2022: 316-320 - [c15]Wesley H. Brigner, Naimul Hassan, Xuan Hu, Christopher H. Bennett, Felipe García-Sánchez, Matthew J. Marinella, Jean Anne C. Incorvia, Joseph S. Friedman:
Purely Spintronic Leaky Integrate-and-Fire Neurons. ISCAS 2022: 1189-1193 - [c14]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:
Self-correcting Flip-flops for Triple Modular Redundant Logic in a 12-nm Technology. ISCAS 2022: 1205-1209 - [c13]Shubham Nema, Justin Kirschner, Debpratim Adak, Sapan Agarwal
, Ben Feinberg, Arun F. Rodrigues, Matthew J. Marinella, Amro Awad:
Eris: Fault Injection and Tracking Framework for Reliability Analysis of Open-Source Hardware. ISPASS 2022: 210-220 - 2021
- [c12]Ben Feinberg, Ryan Wong, T. Patrick Xiao, Christopher H. Bennett, Jacob N. Rohan, Erik G. Boman, Matthew J. Marinella, Sapan Agarwal
, Engin Ipek:
An Analog Preconditioner for Solving Linear Systems. HPCA 2021: 761-774 - [i15]Samuel Liu, Christopher H. Bennett, Joseph S. Friedman, Matthew J. Marinella, David Paydarfar, Jean Anne C. Incorvia:
Controllable reset behavior in domain wall-magnetic tunnel junction artificial neurons for task-adaptable computation. CoRR abs/2101.03095 (2021) - [i14]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:
High-Speed CMOS-Free Purely Spintronic Asynchronous Recurrent Neural Network. CoRR abs/2107.02238 (2021) - [i13]T. Patrick Xiao, Ben Feinberg, Christopher H. Bennett, Venkatraman Prabhakar, Prashant Saxena, Vineet Agrawal, Sapan Agarwal, Matthew J. Marinella:
On the Accuracy of Analog Neural Network Inference Accelerators. CoRR abs/2109.01262 (2021) - [i12]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:
Shape-Dependent Multi-Weight Magnetic Artificial Synapses for Neuromorphic Computing. CoRR abs/2111.11516 (2021) - 2020
- [j8]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
:
PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-Efficient ReRAM. IEEE Trans. Computers 69(8): 1128-1142 (2020) - [j7]Chris Yakopcic
, Tarek M. Taha, David J. Mountain
, Thomas Salter, Matthew J. Marinella
, Mark R. McLean:
Memristor Model Optimization Based on Parameter Extraction From Device Characterization Data. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(5): 1084-1095 (2020) - [c11]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:
Device-aware inference operations in SONOS nonvolatile memory arrays. IRPS 2020: 1-6 - [c10]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:
Plasticity-Enhanced Domain-Wall MTJ Neural Networks for Energy-Efficient Online Learning. ISCAS 2020: 1-5 - [c9]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:
CMOS-Free Magnetic Domain Wall Leaky Integrate-and-Fire Neurons with Intrinsic Lateral Inhibition. ISCAS 2020: 1-5 - [c8]Xuan Hu, Alexander J. Edwards, T. Patrick Xiao, Christopher H. Bennett, Jean Anne C. Incorvia, Matthew J. Marinella, Joseph S. Friedman:
Process Variation Model and Analysis for Domain Wall-Magnetic Tunnel Junction Logic. ISCAS 2020: 1-5 - [c7]Christopher H. Bennett, Ryan Dellana, T. Patrick Xiao, Ben Feinberg, Sapan Agarwal
, Suma Cardwell, Matthew J. Marinella, William Severa, Brad Aimone:
Evaluating complexity and resilience trade-offs in emerging memory inference machines. NICE 2020: 22:1-22:4 - [i11]Wesley H. Brigner, Naimul Hassan, Xuan Hu, Christopher H. Bennett, Felipe García-Sánchez, Matthew J. Marinella, Jean Anne C. Incorvia, Joseph S. Friedman:
CMOS-Free Multilayer Perceptron Enabled by Four-Terminal MTJ Device. CoRR abs/2002.00862 (2020) - [i10]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:
Plasticity-Enhanced Domain-Wall MTJ Neural Networks for Energy-Efficient Online Learning. CoRR abs/2003.02357 (2020) - [i9]Christopher H. Bennett, Ryan Dellana, T. Patrick Xiao, Ben Feinberg, Sapan Agarwal, Suma Cardwell, Matthew J. Marinella, William Severa, Brad Aimone:
Evaluating complexity and resilience trade-offs in emerging memory inference machines. CoRR abs/2003.10396 (2020) - [i8]Alvaro Velasquez, Christopher H. Bennett, Naimul Hassan, Wesley H. Brigner, Otitoaleke G. Akinola, Jean Anne C. Incorvia, Matthew J. Marinella, Joseph S. Friedman:
Unsupervised Competitive Hardware Learning Rule for Spintronic Clustering Architecture. CoRR abs/2003.11120 (2020) - [i7]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:
Device-aware inference operations in SONOS nonvolatile memory arrays. CoRR abs/2004.00802 (2020) - [i6]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:
Domain Wall Leaky Integrate-and-Fire Neurons with Shape-Based Configurable Activation Functions. CoRR abs/2011.06075 (2020)
2010 – 2019
- 2019
- [j6]Tu-Thach Quach
, Sapan Agarwal
, Conrad D. James, Matthew J. Marinella, James B. Aimone
:
Sparse Data Acquisition on Emerging Memory Architectures. IEEE Access 7: 1685-1693 (2019) - [j5]Christopher H. Bennett
, Vivek Parmar
, Laurie E. Calvet
, Jacques-Olivier Klein
, Manan Suri
, Matthew J. Marinella, Damien Querlioz:
Contrasting Advantages of Learning With Random Weights and Backpropagation in Non-Volatile Memory Neural Networks. IEEE Access 7: 73938-73953 (2019) - [j4]Elliot J. Fuller, Yiyang Li, Christopher H. Bennett, Scott T. Keene
, Armantas Melianas, Sapan Agarwal
, Matthew J. Marinella, Alberto Salleo, A. Alec Talin:
Redox transistors for neuromorphic computing. IBM J. Res. Dev. 63(6): 9:1-9:9 (2019) - [c6]Christopher H. Bennett, Diana Garland
, Robin B. Jacobs-Gedrim, Sapan Agarwal
, Matthew J. Marinella:
Wafer-Scale TaOx Device Variability and Implications for Neuromorphic Computing Applications. IRPS 2019: 1-4 - [i5]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:
Using Floating Gate Memory to Train Ideal Accuracy Neural Networks. CoRR abs/1901.10570 (2019) - [i4]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:
Shape-based Magnetic Domain Wall Drift for an Artificial Spintronic Leaky Integrate-and-Fire Neuron. CoRR abs/1905.05485 (2019) - [i3]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:
PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-efficient ReRAM. CoRR abs/1912.11516 (2019) - 2018
- [j3]Matthew J. Marinella
, Sapan Agarwal
, Alexander H. Hsia, Isaac Richter, Robin Jacobs-Gedrim, John Niroula, Steven J. Plimpton, Engin Ipek, Conrad D. James
:
Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(1): 86-101 (2018) - 2017
- [c5]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:
Impact of Linearity and Write Noise of Analog Resistive Memory Devices in a Neural Algorithm Accelerator. ICRC 2017: 1-10 - [c4]Abdullah M. Zyarah
, Nicholas Soures, Lydia Hays, Robin Jacobs-Gedrim, Sapan Agarwal
, Matthew J. Marinella, Dhireesha Kudithipudi:
Ziksa: On-chip learning accelerator with memristor crossbars for multilevel neural networks. ISCAS 2017: 1-4 - [i2]Matthew J. Marinella, Sapan Agarwal, Alexander H. Hsia, Isaac Richter, Robin Jacobs-Gedrim, John Niroula, Steven J. Plimpton, Engin Ipek, Conrad D. James:
Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator. CoRR abs/1707.09952 (2017) - 2016
- [j2]Cory E. Merkel, Raqibul Hasan, Nicholas Soures, Dhireesha Kudithipudi, Tarek M. Taha, Sapan Agarwal
, Matthew J. Marinella:
Neuromemristive Systems: Boosting Efficiency through Brain-Inspired Computing. Computer 49(10): 56-64 (2016) - [c3]Sapan Agarwal
, Steven J. Plimpton, David R. Hughart, Alexander H. Hsia, Isaac Richter, Jonathan A. Cox, Conrad D. James, Matthew J. Marinella:
Resistive memory device requirements for a neural algorithm accelerator. IJCNN 2016: 929-938 - 2015
- [j1]Arthur H. Edwards, Hugh J. Barnaby, Kristy A. Campbell
, Michael N. Kozicki, Wei Liu, Matthew J. Marinella:
Reconfigurable Memristive Device Technologies. Proc. IEEE 103(7): 1004-1033 (2015) - [c2]M. P. King, Jeramy Ray Dickerson, S. DasGupta, Matthew J. Marinella, R. J. Kaplar, Daniel Piedra, Min Sun, Tomás Palacios:
Trapping characteristics and parametric shifts in lateral GaN HEMTs with SiO2/AlGaN gate stacks. IRPS 2015: 2 - 2014
- [c1]Matthew J. Marinella:
Emerging resistive switching memory technologies: Overview and current status. ISCAS 2014: 830-833 - [p1]Andrew J. Lohn, Patrick R. Mickel, James B. Aimone
, Erik P. DeBenedictis, Matthew J. Marinella:
Memristors as Synapses in Artificial Neural Networks: Biomimicry Beyond Weight Change. Cybersecurity Systems for Human Cognition Augmentation 2014: 135-150 - [i1]Andrew J. Lohn
, Patrick R. Mickel, Conrad D. James, Matthew J. Marinella:
Degenerate Resistive Switching and Ultrahigh Density Storage in Resistive Memory. CoRR abs/1406.4033 (2014)
Coauthor Index
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last updated on 2024-08-05 21:12 CEST by the dblp team
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