Resistive Random Access Memory

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AnalogIn-Memory Computing

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Period ending 2026-09-21

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Period ending 2026-09-14

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Period ending 2026-09-07

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30 papers

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  1. Scaled Hippocampus-inspired Neural Networks on Neuromorphic Memristive Hardware

    Sep 14, 2026Joseph A. Kilgore, Jeffrey D. Kopsick, Zahin Ahmed +2Neuromorphic HardwareResistive Random Access Memory

  2. A Memristive Synapse for Online STDP Learning and Inference in SNNs

    Sep 14, 2026Elia Mateu-Barriendos, Álvaro Gómez-Pau, Daniel Arumí +2Spike-Timing-Dependent PlasticitySynaptic Plasticity

  3. A Time-Based Readout for Vector-Matrix Multiplication in Fully Analog Memristive SNNs

    Sep 12, 2026Elia Mateu-Barriendos, Álvaro Gómez-Pau, Josep Rius +3Resistive Random Access MemorySpiking Neural Networks

  4. Physics-Informed Neural Network Surrogate for Oxygen Vacancy Dynamics in epitaxial SrTiO3\mathrm{SrTiO_3} on Si memristors via Dynamic Spectral Optimization

    Sep 2, 2026Rodion Podorozhny, Nikoleta Theodoropoulou, Jelena TešićResistive Random Access MemoryConventional Physics-Informed Neural Networks

  5. Is SwiGLU's Open Positive Tail Necessary? Evidence from Closed-Tail Gating with MemGLU

    Aug 7, 2026Yuting Ge, Pengju Yang, Mingkai NieClosureResistive Random Access Memory

  6. Investigating reservoir computing for branch prediction in pipelined processors using emerging CMOS memristor devices

    Jul 29, 2026Harvey Samuel George Johnson, Sendy PhangResistive Random Access MemoryReservoir Computing

  7. ThRIve: Thermally Robust CNN Inference via Low-Rank Adaptation in Heterogeneous PIM Architectures

    Jul 19, 2026Vibhanshu Sharma, Pratyush Dhingra, Janardhan Rao Doppa +1Graph Neural Network InferenceSparse Deep Neural Network Accelerators

  8. Mapping Order in Semicrystalline Polymers using Machine Learning of Nanobeam Electron Diffraction

    Jul 18, 2026Nicholas Marchese, Arthur R. C. McCray, Yael Tsarfati +4Cryo-Electron MicroscopyTransmission Electron Microscopy

  9. NIFA: Nonlinear IMC enhanced FPGA for efficient ML inference

    Jul 16, 2026Jiajun Hu, Ruthwik Reddy Sunketa, Lei Zhao +3In-Memory ComputingField-Programmable Gate Arrays

  10. Optimizing ML Workload Partitioning between CPUs and CIM Accelerators for Heterogeneous Computing

    Jul 6, 2026Joel Klein, Rebecca Pelke, Roberto Laudani +2Inference WorkloadsIn-Memory Computing

  11. Self-Organized Learning in Oscillatory Neural Networks with Memristive Signed Couplings

    Jul 1, 2026Riley Acker, Aman Desai, Garrett Kenyon +1Neuromorphic HardwareResistive Random Access Memory

  12. Compiler-Driven Approximation Tuning for Hyperdimensional Computing

    Jun 25, 2026Xavier Routh, Abdul Rafae Noor, Akash Kothari +4Code OptimizationApproximation

  13. Design and Development of a Neuromorphic Silicon Suite: PVT Sensing, Stochastic LIF Inference, On-Chip STDP Learning, and Crossbar Programming

    Jun 21, 2026Poornima Kumaresan, Santhosh SivasubramaniNeuromorphic HardwareResistive Random Access Memory

  14. Multi-Level Resistive Synapses for On-Chip Neural Networks: A Physics-Based Design of a Memristive Crossbar Fabric with Quasi-Continuous Conductance States

    Jun 21, 2026David Alejandro Trejo PizzoResistive Random Access MemoryNeuromorphic Hardware

  15. Low-power analogue neural networks with trainable nonlinear connections for continuous control

    Jun 21, 2026Ian T. Vidamour, Fernando Aguirre, Thomas J. Hayward +13AnalogNeural Network

  16. ReRAM-aware Model Finetuning addressing I-V Non-linearity and Retention Errors

    Jun 16, 2026Ching-Yi Lin, Shamik Kundu, Arnab Raha +1In-Memory ComputingGraph Neural Network Inference

  17. Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition

    Jun 11, 2026Benedikt Hilmes, Nick Rossenbach, Ralf SchlüterIn-Memory ComputingResistive Random Access Memory

  18. Modern analog computing for solving differential and matrix equations

    Jun 11, 2026Zhong Sun, Piergiulio Mannocci, Manuel Le Gallo +1In-Memory ComputingAnalog

  19. Unsupervised Deep Learning for Limited-Angle STEM-EDX Tomography -- Application to 3D Chemical Analysis of Phase-Change Memory Devices

    Jun 9, 2026Daniel del Pozo Bueno, Serge Brosset, Theo Monniez +3Transmission Electron MicroscopyTomography

  20. CRAM-ER: Error-Resilient Spintronic Computational Random Access Memory for Scalable In-Memory Computation

    Jun 1, 2026Sohan Salahuddin Mugdho, Md. Shahedul Hasan, Brahmdutta Dixit +3In-Memory ComputingResistive Random Access Memory

  21. Real-time Multi-instrument Autonomous Discovery of Novel Phase-change Memory Materials

    May 18, 2026Chih-Yu Lee, Haotong Liang, Ryan Kim +4Data-Driven Materials DiscoveryResistive Random Access Memory

  22. Improving the Performance and Learning Stability of Parallelizable RNNs Designed for Ultra-Low Power Applications

    May 12, 2026Julien Brandoit, Arthur Fyon, Damien Ernst +1Recurrent ModelRecurrent Neural Networks

  23. A Fast and Energy-Efficient Latch-Based Memristive Analog Content-Addressable Memory

    May 12, 2026Paul-Philipp Manea, Aishwarya Natarajan, Jim Ignowski +2Resistive Random Access MemoryAnalog

  24. Leveraging Non-Equilibrium ECRAM Dynamics for Short-Term Plasticity in Neuromorphic Circuits

    May 11, 2026Alex Currie, Sean Borkholder, Nithil Harris Manimaran +4Resistive Random Access MemoryNeuromorphic Hardware

  25. Multibit neural inference in a N-ary crossbar architecture

    Apr 28, 2026Anatole Moureaux, Anthony Lopes Temporao, Flavio Abreu AraujoIn-Memory ComputingResistive Random Access Memory

  26. On the Role of Preprocessing and Memristor Dynamics in Reservoir Computing for Image Classification

    Apr 23, 2026Rishona Daniels, Duna Wattad, Ronny Ronen +2Reservoir ComputingResistive Random Access Memory

  27. Ternary Memristive Logic: Hardware for Reasoning Realized via Domain Algebra

    Apr 20, 2026Chao LiResistive Random Access MemoryPropositions

  28. Dynamic Symmetric Point Tracking: Tackling Non-ideal Reference in Analog In-memory Training

    Feb 24, 2026Quan Xiao, Jindan Li, Zhaoxian Wu +2In-Memory ComputingResistive Random Access Memory

  29. Efficient Memristive Spiking Neural Networks Architecture with Supervised In-Situ STDP Method

    Jul 28, 2025Santlal Prajapati, Susmita Sur-Kolay, Soumyadeep DuttaSpiking Neural NetworksSpike-Timing-Dependent Plasticity

  30. Optimizing Binary and Ternary Neural Network Inference on RRAM Crossbars using CIM-Explorer

    May 20, 2025Rebecca Pelke, José Cubero-Cascante, Nils Bosbach +5Resistive Random Access MemoryIn-Memory Computing