Algorithm for Training Neural Networks on Resistive Device Arrays

17 September 2019

Papers citing "Algorithm for Training Neural Networks on Resistive Device Arrays"

10 / 10 papers shown

Title
Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions Zhaoxian Wu Quan Xian Tayfun Gokmen Omobayode Fagbohungbe Tianyi Chen 96 0 0 17 Feb 2025
Pipeline Gradient-based Model Training on Analog In-memory Accelerators Zhaoxian Wu Quan-Wu Xiao Tayfun Gokmen H. Tsai Kaoutar El Maghraoui Tianyi Chen 29 1 0 19 Oct 2024
Towards Exact Gradient-based Training on Analog In-memory Computing Zhaoxian Wu Tayfun Gokmen Malte J. Rasch Tianyi Chen 39 2 0 18 Jun 2024
Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference Manuel Le Gallo Corey Lammie Julian Büchel F. Carta Omobayode Fagbohungbe ... H. Tsai Vijay Narayanan Abu Sebastian Kaoutar El Maghraoui Malte J. Rasch 15 26 0 18 Jul 2023
Binary stochasticity enabled highly efficient neuromorphic deep learning achieves better-than-software accuracy Yang Li Wei Wang Ming Wang C. Dou Zhengyu Ma ... Guanhua Yang Feng Zhang Ling Li Daniele Ielmini Ming Liu 23 5 0 25 Apr 2023
Fast offset corrected in-memory training Malte J. Rasch F. Carta Omobayode Fagbohungbe Tayfun Gokmen 39 6 0 08 Mar 2023
Reminding Forgetful Organic Neuromorphic Device Networks Daniel Felder Katerina Muche J. Linkhorst Matthias Wessling 49 6 0 09 Dec 2022
Neural Network Training with Asymmetric Crosspoint Elements M. Onen Tayfun Gokmen T. Todorov T. Nowicki Jesús A. del Alamo J. Rozen W. Haensch Seyoung Kim 39 19 0 31 Jan 2022
A flexible and fast PyTorch toolkit for simulating training and inference on analog crossbar arrays Malte J. Rasch Diego Moreda Tayfun Gokmen Manuel Le Gallo F. Carta Cindy Goldberg Kaoutar El Maghraoui Abu Sebastian Vijay Narayanan 24 110 0 05 Apr 2021
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016