Neuro-memristive Circuits for Edge Computing: A review

1 July 2018

Papers citing "Neuro-memristive Circuits for Edge Computing: A review"

16 / 16 papers shown

Title
On-Chip Learning with Memristor-Based Neural Networks: Assessing Accuracy and Efficiency Under Device Variations, Conductance Errors, and Input Noise M. R. Eslami Dhiman Biswas Soheib Takhtardeshir Sarah S. Sharif Yaser M. Banad 34 0 0 26 Aug 2024
The Security and Privacy of Mobile Edge Computing: An Artificial Intelligence Perspective Cheng Wang Zenghui Yuan Pan Zhou Zichuan Xu Ruixuan Li Dapeng Wu 27 23 0 03 Jan 2024
Multiple-Step Quantized Triplet STDP Implemented with Memristive Synapse Y. Liu D. Wang Z. Dong W. Zhao 6 0 0 13 Jun 2023
Contrastive-Signal-Dependent Plasticity: Forward-Forward Learning of Spiking Neural Systems Alexander Ororbia 25 14 0 30 Mar 2023
Signal Propagation: A Framework for Learning and Inference In a Forward Pass Adam A. Kohan E. Rietman H. Siegelmann 27 26 0 04 Apr 2022
Optimizing for In-memory Deep Learning with Emerging Memory Technology Zhehui Wang Yaoyu Zhang Rick Siow Mong Goh Wei Zhang Weng-Fai Wong 18 1 0 01 Dec 2021
AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive Crossbars Bo Lyu Shengbo Wang S. Wen Kaibo Shi Yin Yang Lingfang Zeng Tingwen Huang 24 2 0 15 Nov 2021
TMS-Crossbars with Tactile Sensing Chithra Reghuvaran A. Aswani A. P. James 9 11 0 14 Nov 2021
Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI Geng Yuan Zhiheng Liao Xiaolong Ma Yuxuan Cai Zhenglun Kong ... Hongwu Peng Ning Liu Ao Ren Jinhui Wang Yanzhi Wang AAML 38 33 0 16 Jun 2021
Memristive Stochastic Computing for Deep Learning Parameter Optimization Corey Lammie Jason K. Eshraghian Wei D. Lu M. R. Azghadi BDL 21 21 0 11 Mar 2021
A Single-Cycle MLP Classifier Using Analog MRAM-based Neurons and Synapses Ramtin Zand 6 0 0 04 Dec 2020
SOT-MRAM based Sigmoidal Neuron for Neuromorphic Architectures Brendan Reidy Ramtin Zand 6 0 0 01 Jun 2020
Scientific Image Restoration Anywhere V. Abeykoon Zhengchun Liu R. Kettimuthu Geoffrey C. Fox Ian Foster 27 19 0 12 Nov 2019
Deep Reinforcement Learning for Cyber Security Thanh Thi Nguyen Vijay Janapa Reddi OffRL AI4CE 10 313 0 13 Jun 2019
An overview of memristive cryptography A. P. James 12 24 0 03 Jun 2019
Learning in Memristive Neural Network Architectures using Analog Backpropagation Circuits O. Krestinskaya K. Salama A. P. James 7 109 0 31 Aug 2018