activity
20142025
most citedMultiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator

184 citations · 430 across the 19 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

physics.app-ph2017★ 9 cited

Electroforming-Free TaOx Memristors using Focused Ion Beam Irradiations

J. L. Pacheco, D. L. Perry, D. R. Hughart +2

We demonstrate creation of electroforming-free TaOx memristive devices using focused ion beam irradiations to locally define conductive filaments in TaOx films. Electrical characte…

cs.AR2017★ 184 cited

Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator

Matthew J. Marinella, Sapan Agarwal, Alexander Hsia +6

Neural networks are an increasingly attractive algorithm for natural language processing and pattern recognition. Deep networks with >50M parameters are made possible by modern GPU…