Computational memory-based inference and training of deep neural networks. - Abu Sebastian; Irem Boybat; Martino Dazzi; Iason Giannopoulos; Vara Prasad Jonnalagadda; Vinay Joshi; Geethan Karunaratne; Benedikt Kersting; Riduan Khaddam-Aljameh; S. R. Nandakumar; Anastasios Petropoulos; Christophe Piveteau; et al. (VLSI Circuits, 2019)

Deep learning acceleration based on in-memory computing. - Evangelos Eleftheriou; Manuel Le Gallo; S. R. Nandakumar; Christophe Piveteau; Irem Boybat; Vinay Joshi; Riduan Khaddam-Aljameh; Martino Dazzi; Iason Giannopoulos; Geethan Karunaratne; Benedikt Kersting; Milos Stanisavljevic; et al. (IBM J. Res. Dev., 2019)

Mushroom-Type phase change memory with projection liner: An array-level demonstration of conductance drift and noise mitigation. - Robert L. Bruce; Syed Ghazi Sarwat; Irem Boybat; Cheng-Wei Cheng; Wanki Kim; S. R. Nandakumar; Charles Mackin; Timothy Philip; Zuoguang Liu; Kevin Brew; Nanbo Gong; Injo Ok; et al. (IRPS, 2021)

Accurate Weight Mapping in a Multi-Memristive Synaptic Unit. - Michele Martemucci; Benedikt Kersting; Riduan Khaddam-Aljameh; Irem Boybat; S. R. Nandakumar; Urs Egger; Matthew BrightSky; Robert L. Bruce; Manuel Le Gallo; Abu Sebastian (ISCAS, 2021)

Measurement of onset of structural relaxation in melt-quenched phase change materials. - Benedikt Kersting; Syed Ghazi Sarwat; Manuel Le Gallo; Kevin Brew; Sebastian Walfort; Nicole Saulnier; Martin Salinga; Abu Sebastian (CoRR, 2021)

A Multi-Memristive Unit-Cell Array With Diagonal Interconnects for In-Memory Computing. - Riduan Khaddam-Aljameh; Michele Martemucci; Benedikt Kersting; Manuel Le Gallo; Robert L. Bruce; Matthew BrightSky; Abu Sebastian (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference. - Manuel Le Gallo; Riduan Khaddam-Aljameh; Milos Stanisavljevic; Athanasios Vasilopoulos; Benedikt Kersting; Martino Dazzi; Geethan Karunaratne; Matthias Braendli; Abhairaj Singh; Silvia M. Mueller; Julian Büchel; Xavier Timoneda Comas; et al. (CoRR, 2022)

Gradient descent-based programming of analog in-memory computing cores. - Julian Büchel; Athanasios Vasilopoulos; Benedikt Kersting; Frédéric Odermatt; Kevin Brew; Injo Ok; Samuel Choi; Iqbal Saraf; Victor Chan; Timothy Philip; Nicole Saulnier; Vijay Narayanan; et al. (CoRR, 2023)

Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error. - Julian Büchel; Athanasios Vasilopoulos; Benedikt Kersting; Corey Lammie; Kevin Brew; Timothy Philip; Nicole Saulnier; Vijay Narayanan; Manuel Le Gallo; Abu Sebastian (IEEE J. Emerg. Sel. Topics Circuits Syst., 2023)

Quest for a solution to drift in phase change memory devices. - Benedikt Kersting (CoRR, 2024)