Pattern classification by memristive crossbar circuits using ex situ and in situ training

Alibart, Fabien, Zamanidoost, Elham, Strukov, Dmitri B.·2013·Nature Communications
DOI 10.1038/ncomms3072

Cited by (642)

Items 601–642 of 642

  1. An Overview of the Hierarchical Temporal Memory Accelerators
    Abdullah M. Zyarah, Dhireesha Kudithipudi · 2023
  2. Assessing the Performance of Reinforcement Learning on Passive RRAM Crossbar Array
    Arjun Tyagi, Shubham Sahay · 2023
  3. Energy-Efficient Implementation of Generative Adversarial Networks on Passive RRAM Crossbar Arrays
    Shubham Sahay, Honey Nikam, Siddharth Satyam · 2022
  4. Atomic-level Tracking and Analyzing of Quantum-dot Motion Steered by an Electrostatic Field Positioned by a Nanorobotic Manipulation Tip
    Zhi Qu, Wenqi Zhang, Lixin Dong · 2023 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  5. Hysteresis Control in Hybrid Perovskite-based Devices for Photovoltaic and Neuromorphic Computing Applications
    Gonzales, Cedric, Gonzales, Cedric · 2023
  6. Neuromorphic Circuits with Redox-Based Memristive Devices
    Finn Zahari, Martin Ziegler, Pouya Doerwald, Christian Wenger, H. Kohlstedt · 2023 · Springer series on bio- and neurosystems
  7. Organic Resistive Memories for Neuromorphic Electronics
    Yanling Zhuang, Shujuan Liu, Qiang Zhao · 2023 · Royal Society of Chemistry eBooks
  8. Memristor Crossbar Scaling Limits and the Implementation of Large Neural Networks
    Raqibul Hasan · 2023 · Research Square
  9. Memristive devices
    Victor V Erokhin · 2023 · Elsevier eBooks
  10. Recent Advances in Next-Generation Electrochemical Ionic Synapse for Neuromorphic Computing
    Hanju Kim, Woo‐Bin Jung · 2025 · Ceramist
  11. Near‐Sensor 2D Pattern Classification System Based on 3D Memristor Array
    Raqibul Hasan, Tarek M. Taha, Md Aftab Alam · 2025 · Electronics Letters
  12. Memristor Network-Based Swarm Intelligence
    Yongbin Yu, Xiangxiang Wang, Xiao Feng, Jiarun Shen, Nyima Tashi, Pinaki Mazumder · 2025 · Springer eBooks
  13. Extending Energy-Efficient and Scalable DNN Training and Inference With 3-D Photonic Accelerator
    Juliana Curry, Yuan Li, Ahmed Louri, Avinash Karanth, Răzvan Bunescu · 2025 · IEEE Journal on Emerging and Selected Topics in Circuits and Systems
  14. Memristif sinaptik devreler için uyarlanabilir parçalı lineer karakteristik yaklaşım ve FPGA uygulaması
    Barış Şahintekin, Zehra Gülru Çam Taşkıran · 2025 · Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi
  15. SpikeMT: A Spike-Driven Memristive Transformer Circuit for Heterogeneous Data Processing
    Jiawei Liu, Haohang Sun, Qi Cheng, Haofeng Ran, Yue Zhou, Xiaofang Hu · 2025 · International Journal of Bifurcation and Chaos
  16. DuoPIM: RRAM–DRAM Hybrid PIM Acceleration for Flexible-Batch LLM Decoding
    Xiaotian Sun, Xinyu Wang, Wanqian Li, Xueqi Li, Chunmeng Dou, Yinhe Han, Xiaoming Chen · 2025 · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
  17. A Photonic Accelerator for Deep Learning Training
    Yuan Li · 2025 · IEEE International Conference on Computer Design: VLSI in Computers and Processors (ICCD)
  18. Memristor-based nonlinear neural dynamics with a step-variable edge learning scheme for device non-idealities
    Ningye Jiang, Jupeng Xie, D. Li, Haoen Huang, Zhigang Zeng · 2026 · Nonlinear Dynamics
  19. Integrated Photonics for Neuromorphic Computing
    Lennart Meyer, Rongyang Xu, Wolfram H. P. Pernice · 2026 · Machine intelligence for materials science
  20. НАНОКОМПОЗИТНЫЕ ПАРИЛЕН-МООХ-МЕМРИСТОРЫ ДЛЯ ЭФФЕКТИВНОГО КВАНТОВАНИЯ ВЕСОВ В НЕЙРОМОРФНЫХ СИСТЕМАХ
    А.В. Емельянов, А.Д. Трофимов, Anna N. Matsukatova, А. А. Несмелов, В. А. Демин · 2025 · Nanoindustry Russia
  21. Surface hole–proton mixed conduction of Ti 0.99 Sc 0.01 O 2− δ thin film with anatase structure
    Tomohiro Yabuki, Airi Maekawa, Reina Fujita, Rinna Kunishi, Ryota Morizane, Ko Yamaguchi, Daisuke Shiga, Hiroshi Kumigashira, Tohru Higuchi · 2026 · Japanese Journal of Applied Physics
  22. Hybrid Memristor-CMOS System: Circuit Design Solutions for Control and Data Processing
    A. A. Tokarev, I. A. Khorin · 2025 · Russian Microelectronics
  23. A Proof-of-Concept of a Bio-Inspired Neuromorphic Hierarchical System Behaving as an Associative Memory for Multisensory Integration
    Marta Pedró, Javier Martin-Martinez, Rosana Rodriguez, Montserrat Nafria · 2026 · Electronics
  24. Development of filamentary Memristive devices for synaptic plasticity implementation
    Selina La Barbera · 2015 · theses.fr (ABES)
  25. Local learning with highly analog memory devices
    Christopher H. Bennett · 2018
  26. Etude de la commutation résistive d'oxydes binaires (HfO2, TiO2) élaborés par dépôt par jets moléculaires et intégrés dans des dispositifs de type memristifs métal-oxyde-métal : effets du dopage et de l'implantation
    Marie Minvielle · 2017
  27. Mémoires résistives et technologies 3D monolithiques pour processeurs neuromorphiques impulsionnels et reconfigurables
    Denys R. B. Ly · 2020 · theses.fr (ABES)
  28. Digital Implementation of Neuromorphic systems using Emerging Memory devices
    Tifenn Hirtzlin · 2020 · theses.fr (ABES)
  29. Bayesian neuromorphic computing based on resistive memory
    Thomas Dalgaty · 2020 · theses.fr (ABES)
  30. Development of 3D organic polymer dendrites as neuromorphic device
    Kamila Janzakova · 2023
  31. In-memory computing based on CMOS-RRAM hybrid architectures
    Eduardo Esmanhotto · 2022 · theses.fr (ABES)
  32. Investigation of resistance fluctuations in ReRAM : physical origin, temporal dependence and impact on memory reliability
    Lucas Reganaz · 2024
  33. Neuromorphic in-memory learning with analog integrated circuits and nanoscale memristive devices
    Nikhil Garg · 2024
  34. Hierarchical Temporal Memory Implementation on Passive RRAM Crossbar Arrays
    Saksham Mehra, Sateesh, Shubham Sahay · 2026 · International Conference on Machine Learning and Autonomous Systems (ICMLAS)
  35. Energy- and Area-Efficient Ionic-Switch Activation Neuron for Monolithic 3D Neural Network Architectures
    Yuna Kim, Seojin Cho, 강민수, Sion Kim, Yunsur Kim, Jiyong Woo, Chuljun Lee, Daeseok Lee · 2026 · ACS Nano
  36. Neuromorphic hardware with bidirectional synapses based on adaptive resonance theory for pattern clustering without predefined categories
    Ali Pournazari, Seyyed Hossein Pishgar Komleh, Dr.Amir Amini · 2026 · Engineering Applications of Artificial Intelligence
  37. Cerium-doped ferroelectric Hf 0.5 Zr 0.5 O 2 memristors for low-variability multilevel memory and synaptic plasticity
    Xiaoxia Yu, Jiaqi Li, Jinhao Guan, Yumeng Bai, Jun Miao, Jinxia Deng, Lihong Li, Qiang Li, Kun Lin, Xianran Xing · 2026 · Inorganic Chemistry Frontiers
  38. A coarse-to-fine dual-stage collaborative medical image segmentation network based on memristive neural networks
    Nana Ren, Huaikun Zhang, J J Liu, Bin Shi, Jing Lian · 2026 · Applied Intelligence
  39. SiO2-Regulated Ag/[MMIm][H2PO4]:H2O/Ag Memristor for Neuromorphic Synaptic Simulation and Wearable Intelligent Application
    Jianbiao Chen, Yanxia Liang, Lu Zhang, Jiajia Feng, Tao Ye, Hongyu Li, Xing Gao, Jiahui Miao, Pingtai Zhao, Jiangtao Chen et al. · 2026 · The Journal of Physical Chemistry Letters
  40. Complementary Self-Selective Memristor for Intrinsic Differential Behavior
    Xuemeng Fan, Guobin Zhang, Zijian Wang, Zhejia Zhang, Qi Luo, Wenjue Zhou, Haoxiang Yu, Haoze Yu, Xiaolei Zhu, Yishu Zhang · 2026 · IEEE Electron Device Letters
  41. Memristive singular value decomposition
    Chenchen Ding, Zhengwu Liu, Yibei Zhang, Can Li, Jianshi Tang, Bin Gao, Hao Yu, Huaqiang Wu, Ngai Wong · 2026 · Nature Communications
  42. Robust memristive neural networks with efficient in-situ training
    Santlal Prajapati, Manobendra Nath Mondal, Susmita Sur‐Kolay · 2026 · Integration