Impact of Linearity and Write Noise of Analog Resistive Memory Devices in a Neural Algorithm Accelerator. - 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 (ICRC, 2017)

Ziksa: On-chip learning accelerator with memristor crossbars for multilevel neural networks. - Abdullah M. Zyarah; Nicholas Soures; Lydia Hays; Robin Jacobs-Gedrim; Sapan Agarwal; Matthew J. Marinella; Dhireesha Kudithipudi (ISCAS, 2017)

Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator. - Matthew J. Marinella; Sapan Agarwal; Alexander H. Hsia; Isaac Richter; Robin Jacobs-Gedrim; John Niroula; Steven J. Plimpton; Engin Ipek; Conrad D. James (IEEE J. Emerg. Sel. Topics Circuits Syst., 2018)

Wafer-Scale TaOx Device Variability and Implications for Neuromorphic Computing Applications. - Christopher H. Bennett; Diana Garland; Robin B. Jacobs-Gedrim; Sapan Agarwal; Matthew J. Marinella (IRPS, 2019)

Using Floating Gate Memory to Train Ideal Accuracy Neural Networks. - 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 (CoRR, 2019)

Statistical Characterization of ReRAM Arrays for Analog In-Memory Computing. - Jesse Short; Matthew Spear; Donald Wilson; William Wahby; T. Patrick Xiao; Robin Jacobs-Gedrim; Christopher H. Bennett; Nad Gilbert; Sapan Agarwal; Matthew J. Marinella (ICRC, 2023)

A Discovery Platform to Characterize Emerging Nonvolatile Memories for Computing. - 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 (VTS, 2024)

Self-heating electrochemical memory for high-precision analog computing. - 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; et al. (CoRR, 2025)