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4 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. A Physics-Guided Transformer Framework for Electromigration Analysis in Multi-Segment Interconnects

    Oct 5, 2026Pavlos Stoikos, Anuj Pathania, George FlorosEnergy-Based TransformerPhysics-Guided Machine Learning

    Dept. of Electrical and Computer Engineering University of Thessaly, Greece · University of Amsterdam Amsterdam, The Netherlands · Dept. of Electronic and Electrical Engineering, Trinity College Dublin, Ireland

  2. From Processing to Functionality: Engineering Accessible Material States in Cu-Embedded SiOx_x Memristive Devices

    Sep 24, 2026Tobias Gergs, Rouven Lamprecht, Sahitya Yarragolla +5Reram CrossbarStochastic Processes

    Theoretical Electrical Engineering, Department of Electrical and Information Engineering, Kiel University, Kaiserstraße 2, 24143 Kiel, Germany · Chair of Applied Electrodynamics and Plasma Technology, Faculty of Electrical Engineering and Information Technology, Ruhr University Bochum, 44780 Bochum, Germany · Fraunhofer Institute for Electronic Nano Systems ENAS, 09126 Chemnitz, Germany +4

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

    Sep 14, 2026Joseph A. Kilgore, Jeffrey D. Kopsick, Zahin Ahmed +2Neuromorphic ComputingReram Crossbar

    Department of Electrical and Computer Engineering, George Washington University, Washington, 20052, USA · Center for Neural Informatics, Structures, & Plasticity, George Mason University, Fairfax, 22030, USA

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

    Sep 14, 2026Elia Mateu-Barriendos, Álvaro Gómez-Pau, Daniel Arumí +2Synaptic PlasticityReram Crossbar

    Universitat Polit`ecnica de Catalunya - BarcelonaTech (UPC)

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

    Sep 12, 2026Elia Mateu-Barriendos, Álvaro Gómez-Pau, Josep Rius +3Reram CrossbarSpiking Neural Networks

    Universitat Polit`ecnica de Catalunya - BarcelonaTech (UPC)

  6. 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 TešićReram CrossbarParametric Physics-Informed Neural Network

    Dept. of Computer Science, Texas State University, San Marcos, TX, USA · Dept. of Physics, Texas State University, San Marcos, TX, USA

  7. Real-Time Neuromorphic Spectrum Intelligence Simulator

    Sep 1, 2026Navaneetha Krishnan KamalakannanNeuromorphic ComputingReram Crossbar

    SIMATS Engineering Saveetha University

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

    Aug 7, 2026Yuting Ge, Pengju Yang, Mingkai NieSuppressionClosure

    Department of Electrical Engineering City University of Hong Kong · Beihang University · National University of Singapore

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

    Jul 29, 2026Harvey Samuel George Johnson, Sendy PhangReram CrossbarReservoir Computing

    EEEE4008

  10. Flash-CNNCap: Capacitance Extraction via Image Mapping

    Jul 26, 2026Hector R. Rodriguez, Jiechen Huang, Wenjian YuPrinted Circuit BoardReram Crossbar

    Dept. Computer Science & Tech., BNRist, State Key Laboratory of Cryptography and Digital Economy Security, Tsinghua Univ., Beijing, China

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

    Jul 19, 2026Vibhanshu Sharma, Pratyush Dhingra, Janardhan Rao Doppa +1Neural Network InferenceReram Crossbar

    Washington State University

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

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

    Arizona State University, Tempe, AZ, USA · Hewlett Packard Enterprise Labs, Fort Collins, CO, USA

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

    Jul 1, 2026Riley Acker, Aman Desai, Garrett Kenyon +1Neuromorphic ComputingReram Crossbar

    1Computing and Artificial Intelligence (CAI) Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA · Center for Nonlinear Studies (CNLS), Los Alamos National Laboratory, Los Alamos, NM 87545, USA · 3Theoretical Division , Los Alamos National Laboratory, Los Alamos, NM 87545, USA

  14. Compiler-Driven Approximation Tuning for Hyperdimensional Computing

    Jun 25, 2026Xavier Routh, Abdul Rafae Noor, Akash Kothari +4Hardware EfficiencyApproximation

    University of Illinois Urbana-Champaign Urbana, IL, USA · University of California San Diego La Jolla, CA, USA

  15. 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 ComputingReram Crossbar

    Intrinsic Lab, Centre for Sensors, Instrumentation and Cyber-Physical System Engineering (SeNSE), Indian Institute of Technology Delhi, New Delhi 110016, India

  16. 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 PizzoReram CrossbarNeuromorphic Computing

    Independent researcher.

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

    Jun 21, 2026Ian T. Vidamour, Fernando Aguirre, Thomas J. Hayward +13AnalogReram Crossbar

    School of Computer Science, University of Sheffield, Sheffield, S1 4DP, United Kingdom · Intrinsic Semiconductor Technologies, London, United Kingdom · School of Chemical, Biological, and Materials Science Engineering, University of Sheffield, Sheffield, S1 3JD, United Kingdom +5

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

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

    University of Maryland, College Park, MD, USA · Intel Corporation, 2200 Mission College Blvd, Santa Clara, CA 95054, USA

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

    Jun 11, 2026Benedikt Hilmes, Nick Rossenbach, Ralf SchlüterIn-Memory ComputingReram Crossbar

    Machine Learning and Human Language Technology Group, Faculty of Computer Science, RWTH Aachen University, Aachen, Germany

  20. Modern analog computing for solving differential and matrix equations

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

    Institute for Artificial Intelligence, School of Integrated Circuits, Peking University, Beijing Advanced Innovation Center for Integrated Circuits, Beijing 100871, China. · 2Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci 32, Milano, 20133, Italy. · 3IBM Research Europe, Rüschlikon, Switzerland.

  21. 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 +3Electron MicroscopyCone-Beam Computed Tomography

    1CEA, LETI, Univ. Grenoble Alpes, Grenoble, 38000, France. · 2CEA, Neurospin, Paris-Saclay University, Gif-sur-Yvette, F-91191, France. · 3Inria, MIND, Palaiseau, F-91210, France.

  22. 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 ComputingReram Crossbar

    Electrical and Computer Engineering Iowa State University of Science and Technology Ames, IA, USA · Electrical and Computer Engineering University of Minnesota Twin Cities Minneapolis, MN, USA

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

    May 18, 2026Chih-Yu Lee, Haotong Liang, Ryan Kim +4Data-Driven Materials DiscoveryReram Crossbar

    Department of Materials Science and Engineering, University of Maryland, College Park, MD, USA · Materials Measurement Science, Division of the National Institute of Standards and Technology, Gaithersburg, MD, USA · Institute of Research in Electronics and Applied Physics, University of Maryland, College Park, Maryland, USA +1

  24. 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

    Department of Electrical Engineering and Computer Science, University of Liège, Liège, Belgium.

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

    May 12, 2026Paul-Philipp Manea, Aishwarya Natarajan, Jim Ignowski +2Reram CrossbarAnalog

    PGI-14, Forschungszentrum Jülich, Jülich, Germany · RWTH Aachen University, Aachen, Germany · Hewlett Packard Enterprise, Fort Collins, CO, USA

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

    May 11, 2026Alex Currie, Sean Borkholder, Nithil Harris Manimaran +4Reram CrossbarNeuromorphic Computing

    RAMLab, Department of Electrical and Microelectronic Engineering, Rochester Institute of Technology, Rochester NY, USA · Iontronic and Nanoelectronics Lab, School of Physics and Astronomy, Rochester Institute of Technology, Rochester NY, USA · Brain Lab, Department of Computer Engineering, Rochester Institute of Technology, Rochester NY, USA

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

    Apr 28, 2026Anatole Moureaux, Anthony Lopes Temporao, Flavio Abreu AraujoIn-Memory ComputingReram Crossbar

    Universit´e catholique de Louvain, Institute of Condensed Matter and Nanosciences, Louvain-la-Neuve, 1348, Belgium

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

    Apr 23, 2026Rishona Daniels, Duna Wattad, Ronny Ronen +2Reservoir ComputingReram Crossbar

    Viterbi Faculty of Electrical and Computing Engineering, Technion - Israel Institute of Technology, Haifa, Israel · College of Engineering and Physical Sciences, Aston University, Birmingham B4 7ET, United Kingdom

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

    Apr 20, 2026Chao LiReram CrossbarLogic

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

    Feb 24, 2026Quan Xiao, Jindan Li, Zhaoxian Wu +2In-Memory ComputingReram Crossbar

    Department of Electrical and Computer Engineering, Cornell University, New York, NY · IBM T. J. Watson Research Center, Yorktown Heights, NY · Rensselaer Polytechnic Institute, Troy, NY

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

    Jul 28, 2025Santlal Prajapati, Susmita Sur-Kolay, Soumyadeep DuttaSpiking Neural NetworksReram Crossbar

    Advanced Computing and Microelectronics Unit, Indian Statistical Institute, Kolkata 700108, India · Balasore Alloys Limited, Balgopalpur, Odisha 756020, India

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

    May 20, 2025Rebecca Pelke, José Cubero-Cascante, Nils Bosbach +5Reram CrossbarIn-Memory Computing

    RWTH Aachen University, Germany