Computing high-degree polynomial gradients in memory

Authors: Tinish Bhattacharya, George H. Hutchinson, Giacomo Pedretti, Xia Sheng, Jim Ignowski, Thomas Van Vaerenbergh, Ray Beausoleil, John Paul Strachan, Dmitri B. Strukov

Source: Nature Communications, Vol 15, Iss 1, Pp 1-11 (2024)

Subject Terms: Science

File Description: electronic resource

Relation: https://doaj.org/toc/2041-1723

Access URL: https://doaj.org/article/d845a411e05c411ca813e6eff106341f

X-TIME: Accelerating Large Tree Ensembles Inference for Tabular Data With Analog CAMs

Authors: Giacomo Pedretti, John Moon, Pedro Bruel, Sergey Serebryakov, Ron M. Roth, Luca Buonanno, Archit Gajjar, Lei Zhao, Tobias Ziegler, Cong Xu, Martin Foltin, Paolo Faraboschi, Jim Ignowski, Catherine E. Graves

Source: IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, Vol 10, Pp 116-124 (2024)

Subject Terms: Content addressable memories (CAMs), decision trees, in-memory computing, RRAM, Computer engineering. Computer hardware, TK7885-7895

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10753423/; https://doaj.org/toc/2329-9231

Access URL: https://doaj.org/article/a602a5141d5341bda6924b89239da5ec