Field-Programmable Gate Arrays

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11 papers in the last four weeks, up 83% on the four weeks before. 0.1% of all new papers.

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  1. Co-Optimizing Graph Sparsification and Approximate Computing for Energy-Efficient FPGA-Based GCN Inference

    Oct 5, 2026Nathaniel Kaye Mellor, Shreejith Shanker, George FlorosField-Programmable Gate ArraysCpu-Gpu Hybrid Designs

    Department of Electronic and Electrical Engineering, Trinity College Dublin, Ireland

  2. Neuromorphic Pseudo-Random Number Generators with a Low Power Hardware Implementation

    Sep 30, 2026Jafar Shamsi, Navid Akbari, Sonia Sennik +2Neuromorphic ComputingField-Programmable Gate Arrays

    Hotchkiss Brain Institute, University of Calgary, Calgary, Canada · Biomedical Engineering, University of Calgary, Calgary, Canada · Electrical and Software Engineering, University of Calgary, Calgary, Canada +2

  3. Fiona: Accelerating FHE Inference with Packing-Aware Ternary Weights

    Sep 28, 2026Yiteng Peng, Zhibo Liu, Dongwei Xiao +1Homomorphic EncryptionNeural Network Inference

    The Hong Kong University of Science and Technology · State Key Laboratory of Novel Software Technology, Nanjing University

  4. A packet-level digital hardware twin for commissioning megahertz diagnostic edge AI and plasma control system integration in tokamaks

    Sep 27, 2026Semin Joung, Abhilasha Dave, Luca Scomparin +6Cognitive Digital TwinsField-Programmable Gate Arrays

    Department of Nuclear Engineering and Engineering Physics, University of Wisconsin–Madison, Madison, WI, USA · SLAC National Accelerator Laboratory, Menlo Park, CA, USA

  5. FAME: An FPGA-Based Platform for Approximate Multipliers Evaluation with Pattern-Guided DNN Retraining

    Sep 15, 2026Rappy Saha, Nima Amirafshar, Jude Haris +2Neural Network InferenceField-Programmable Gate Arrays

    University of Glasgow, UK · Heidelberg University, Germany

  6. FreqSpaNet: Frequency and Spatial Learning of SFPF for Physical Layer Hardware Integrity Detection

    Sep 15, 2026Xiaoxuan Huang, Jinlong Xu, YiZhe Wang +3FrequencyField-Programmable Gate Arrays

  7. EBL: Efficient Broad Learning for Distributed Adaptive Harmonic Analysis

    Sep 14, 2026Changhong Li, Georgios Floros, Biswajit Basu +1Electric VehiclesField-Programmable Gate Arrays

    Reconfigurable Computing Systems Lab, Electronic & Electrical Engineering Trinity College Dublin, Ireland

  8. DiffLUT-Net: Differentiable Training of FPGA LUT Networks with Learnable Connectivity

    Sep 10, 2026Jiaqi Ye, Xinrui Gong, Jingcun Wang +3Field-Programmable Gate ArraysNeural Network Inference

    TU Darmstadt · TU Ilmenau

  9. Deep Learning-Based Detection of Electrical Faults and Power Quality Disturbances in Aerospace Power Systems

    Sep 9, 2026Ian C. Guzmán, Radu Babiceanu, Berker PeközField-Programmable Gate ArraysHigh-Frequency Reconstruction

    Embry-Riddle Aeronautical University, Daytona Beach, FL 32114, USA · Western Michigan University, Kalamazoo, MI 49008, USA

  10. SymbolicLight V2: Hybrid Neuromorphic Architecture and Sparse Execution for Low-Energy Language Inference

    Sep 9, 2026Ting LiuField-Programmable Gate ArraysNeuromorphic Computing

    SymbolicLight Research Foshan, Guangdong, China

  11. AccelMPC: High-Rate, Low-Power FPGA-Accelerated Model Predictive Control for Tiny Drones

    Sep 8, 2026Andrea Grillo, Brian PlancherAutonomous DronesModel Predictive Control

    Dartmouth College · École Polytechnique Fédérale de Lausanne

  12. TriCCOT: Tri-part Convolutional Conformal Transformer for Onboard Space Object Detection

    Sep 8, 2026Adrien Dorise, Marjorie Bellizzi, Julia Cohen +1Detection TransformerObject Detection

    Centre National d’Etudes Spatiales, CNES Toulouse, France · IRT Saint-Exupéry Toulouse, France

  13. CircuitsDNA: Discovering Unconventional Multi-Accuracy Arithmetic Circuits via Evolutionary Synthesis

    Sep 1, 2026Ruichen Qi, Junyi Luo, Xinting Jiang +5Field-Programmable Gate ArraysFull-Precision Performance

    Brown University · Google · University of Michigan

  14. Recent Developments in Transformer Inference Deployment on FPGA Platforms: A Survey

    Sep 1, 2026Arjan Blankestijn, Uraz Odyurt, Amirreza YousefzadehField-Programmable Gate ArraysTransformer Architectures

    Computer Architecture for Embedded Systems, University of Twente Enschede, The Netherlands · Faculty of Engineering Technology, University of Twente Enschede, The Netherlands

  15. Conjoint Audio-to-Spikes Encoding and Processing for Efficient Neuromorphic Speech Recognition

    Aug 31, 2026Valentin M. Meunier, Amélie Gruel, Pierre Lewden +2Neuromorphic ComputingOpencode

    1Labo. de l’Int´egration du Mat´eriau au Syst`eme, Univ. Bordeaux, Bordeaux INP, CNRS- F-33400 Talence, France

  16. FQTree: Fine-grained Quantization and Hardware Generation of Boosted Decision Trees

    Aug 12, 2026Zhiqiang Que, Chang Sun, Haiyang Wang +6Quantization-Aware TrainingField-Programmable Gate Arrays

    University of Bristol, UK · California Institute of Technology, USA · Imperial College London, UK

  17. Hardware-Aware Deployment of Joint SAR Compression and Despeckling on FPGA

    Aug 11, 2026Cédric Léonard, Francescopaolo Sica, Martin SchulzSynthetic Aperture RadarResource-Constrained Edge Devices

    Technical University of Munich, Munich, Germany · Remote Sensing Technology Institute, German Aerospace Center (DLR), Weßling, Germany · Department of Aerospace Engineering, University of the Bundeswehr Munich, Neubiberg, Germany

  18. Monophonic Audio Synthesizer Using FPGAs

    Aug 10, 2026Michael Smith, D. G. PereraSynthesizerField-Programmable Gate Arrays

    Department of Electrical and Computer Engineering, University of Colorado Colorado Springs, Colorado Springs, Colorado, USA

  19. BiKAN: Restoring Collapsed Basis of Binary Kolmogorov--Arnold Networks

    Aug 2, 2026Kazi Ahmed Asif Fuad, Lizhong ChenKolmogorov-Arnold NetworksOrthogonality

    Department of EECS Oregon State University Corvallis, OR 97331

  20. FinHardBench: Can LLMs Generate Latency-Aware Hardware for Financial Computing?

    Aug 2, 2026Weimin Fu, Hejia Zhang, Minghao Shao +6Field-Programmable Gate Arrays

    Lehigh University · University of California, San Diego · NYU Tandon School of Engineering +1

  21. CascadeLUT: Information-Ordered Streaming Inference for Bandwidth-Constrained FPGAs

    Aug 1, 2026Oliver Cassidy, Marta Andronic, George A. ConstantinidesField-Programmable Gate ArraysFast Inference

    Department of Electrical and Electronic Engineering, Imperial College London, UK

  22. FasTac: A Curved Multispectral Vision-Based Tactile Sensor for High-Speed High-Precision 3D Shape and Force Perception

    Jul 30, 2026Xiaofan Lu, Kaiji Huang, Jiahui Chen +3TactileStatistical Shape Model

    State Key Laboratory of Intelligent Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China · National Innovation Institute of Digital Design and Manufacturing, Wuhan 430206, China

  23. Bit-Accurate FPGA Evaluation of Learned Feature Gating in a Fixed-Point Fourier-Feature Automatic Modulation Classifier

    Jul 27, 2026Gawthaman Senthilvelan, Luthira AbeykoonField-Programmable Gate ArraysClassifier

    University of Toronto · Toronto, Canada

  24. Optimizing Transformer Neural Network for Real-Time Outlier Detection on FPGAs

    Jul 24, 2026Ilia Sobakinskikh, Paul Alexander BilokonTime-Series Anomaly DetectionTime Series

  25. Classical Hardware Acceleration of Quantum Autoencoders for Real-Time Anomaly Detection in Collider Experiments

    Jul 22, 2026Ivan Ge, Sagar Addepalli, Abhilasha Dave +1Quantum Machine LearningField-Programmable Gate Arrays

    Department of Physics, Stanford University, 450 Jane Stanford Way, Stanford, 94305, CA, USA. · SLAC National Accelerator Laboratory, 2575 Sand Hill Road, Menlo Park, 94025, CA, USA.

  26. 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

  27. FPGN: Redefining Ultra-Fast Programmable Gate-based Neural Acceleration with Differentiable LUTs

    Jul 9, 2026Jiawei Liang, Haotong Qin, Linfeng Du +7Field-Programmable Gate ArraysNeural Network Inference

    HKUST · ETH Zurich · HKUST (GZ)

  28. Detecting Ladder Logic Bombs in IEC 61131-3 PLC Programs using ESBMC-PLC+: A Formal Verification Approach with Trigger Synthesis

    Jul 9, 2026Pierre Dantas, Lucas Cordeiro, Waldir JuniorFormal VerificationLadder

    Electrical Engineering Federal University of Amazonas (UFAM) Manaus, AM, Brazil

  29. BitFair: A 12nm Bit-Serial CNN Accelerator with Learnable Early Termination and Adaptive Bit Ordering for Ultra-Low-Power XR Vision

    Jul 4, 2026Ang Li, Chang GaoField-Programmable Gate ArraysResource-Constrained Edge Devices

    Department of Microelectronics, Delft University of Technology, Delft, The Netherlands

  30. ELiTeFormer: An Efficient Transformer for FPGAs

    Jul 4, 2026Victor Agostinelli, Nicolas Bohm Agostini, Antonino TumeoField-Programmable Gate ArraysLLM Inference Optimization

    Oregon State University Corvallis, Oregon, USA · Pacific Northwest National Laboratory Richland, Washington, USA

  31. Hardware-Enforced Semantic Coordination for Safety-Critical Real-Time Autonomous Systems

    Jul 2, 2026Uwe M. Borghoff, Paolo Bottoni, Remo PareschiSafety-Critical ScenariosGlobal Coordination

    Department of Computer Science University of the Bundeswehr Munich Neubiberg, Germany · Department of Computer Science Sapienza University of Rome Rome, Italy · STAKE Lab University of Molise Campobasso, Italy

  32. ProWAFT: A ROMA-LPD Instance for Workload-Aware and Dynamic Fault Tolerance in FPGA-Based CNN Accelerators

    Jul 2, 2026Xinxin Chen, Haoran Qiao, Yiming Guo +3Field-Programmable Gate ArraysFault Tolerance

    Department of Computer Science University of Chinese Academy of Sciences

  33. FlexViT: A Flexible FPGA-based Accelerator for Edge Vision Transformers

    Jun 30, 2026Hubert Dymarkowski, Xingjian Fu, Rappy Saha +2Self-Supervised Vision TransformersEdge Devices

    School of Computing Science, University of Glasgow, Scotland, UK

  34. Intrinsically Stable Spiking Neural Networks: Overcoming the Performance Barrier in the Absence of Batch Normalization

    Jun 30, 2026Ruichen Ma, Xiaoyang Zhang, Jian Bai +5Spiking Neural NetworksNeuromorphic Computing

    University of Electronic Science and Technology of China (UESTC) · Beijing Institute of Remote-Sensing Equipment · Shenzhen Institute for Advanced Study, UESTC

  35. An Embedded Real-Time License Plate Recognition System for Complex Traffic Scenes

    Jun 26, 2026Anuki Pasqual, Dulan Lokugeegana, Manimohan Thiriloganathan +3Robust License Plate RecognitionAutomotive Detection

    The authors are with the Dept. of Electronic and Telecommunication Engineering, University of Moratuwa, Sri Lanka

  36. Energy-Efficient CNN Acceleration with MSDF Digit-Serial Arithmetic on FPGA

    Jun 24, 2026Muhammad Usman, Yousef Sadegheih, Dorit MerhofField-Programmable Gate ArraysU-Net

    Faculty of Informatics and Data Science, University of Regensburg, 93053 Regensburg, Germany

  37. FPGA-Accelerated Neuromorphic Vision System for Real-Time Orbital Object Detection

    Jun 17, 2026Diego Hernández, Sebastián Valdivia, Vicente Westerhout +2Field-Programmable Gate ArraysNeuromorphic Computing

    Pontificia Universidad Cat´olica de Valpara´ıso, Valpara´ıso, Chile

  38. AUTOGATE: Automated Clock Gating via Toggling-Aware LLM-based RTL Rewriting

    Jun 16, 2026Yiting Wang, Chenhui Deng, Chia-Tung Ho +6Hierarchical Register Transfer Level GenerationField-Programmable Gate Arrays

    University of Maryland, College Park · NVIDIA

  39. NeuronFabric: A Software Reference Architecture for On-Chip Transformer Training with Local Adam

    Jun 15, 2026Evgeny UkladchikovTransformer ArchitecturesField-Programmable Gate Arrays

    Independent Researcher

  40. FEnc2^2: Unifying Data Packing for Efficient Private Inference via Convolution and Architecture-Aware Fragment Encoding

    Jun 15, 2026Ran Ran, Zhaoting Gong, Nuo Xu +3Homomorphic EncryptionNeural Network Inference

    North Carolina State University · University of Minnesota · University of California, Santa Cruz +1

  41. VQ4SNN: Vector Quantization for Memory-Efficient FPGA Spiking Neural Networks

    Jun 12, 2026Dimitrios Sekertzis, Giorgos DimitrakopoulosSpiking Neural NetworksField-Programmable Gate Arrays

    Integrated Circuits Lab, Electrical and Computer Engineering, Democritus University of Thrace (DUTH), Greece

  42. BigPower: Hierarchical Source-Level Module Power Estimation for CPUs with Large Language Models

    Jun 11, 2026Honghua Zhu, Chunjie Luo, Jianfeng ZhanOptimal Power ShutoffField-Programmable Gate Arrays

    State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China · University of Chinese Academy of Sciences, Beijing, China

  43. Towards Autonomous Accelerator Design: FPGA Accelerator Generation with SECDA

    Jun 9, 2026Vinamra Sharma, Xingjian Fu, Jude Haris +1Field-Programmable Gate ArraysNeural Architecture Search

    School of Computing Science, University of Glasgow, Scotland, UK

  44. Spiking Neural Network inference on FPGAs with hls4ml

    Jun 8, 2026Barry M. DillonSpiking Neural NetworksField-Programmable Gate Arrays

    ISRC, Ulster University, Derry, BT48 7JL, Northern Ireland

  45. An 83-Format Numeric Catalog with Bit-Exact Conformance Vectors: A Vendor-Neutral Reference for FP8, BF16, MXFP4, and Microscaling Formats

    Jun 8, 2026Dmitrii VasilevNvidiaField-Programmable Gate Arrays

    Trinity S3AI

  46. Accelerated Fourier SAT (AFSAT): Fully Realising a GPU-based Symmetric Pseudo-Boolean SAT Solver

    Jun 4, 2026Cody J Christopher, Charles GrettonSatisfiabilityField-Programmable Gate Arrays

    School of Computing, Australian National University, Canberra, Australia.

  47. ITP-STDP: A Hardware-Efficient Intrinsic-Timing Power-of-Two Synaptic Learning Engine for On-Chip SNNs

    Jun 4, 2026Haihang Xia, Xinyu Zhao, Xuecheng Wang +5Spiking Neural NetworksField-Programmable Gate Arrays

    School of Electrical and Electronic Engineering, The University of Sheffield, S1 3JD Sheffield, U.K. · Donghai Laboratory, Zhoushan 316021, China · Engineering Research Center of Oceanic Sensing Technologyand Equipment, Ministry of Education, Zhoushan 316021, China +1

  48. Feasibility of Time-Domain DNN-Based Speech Enhancement on Embedded FPGA for Hearing Aid

    Jun 2, 2026Feyisayo Olalere, Umut Altin, Kiki van der Heijden +1Speech EnhancementSpeech Separation

    Radboud University, Donders Institute for Brain, Cognition, and Behaviour, The Netherlands · Mortimer B. Zuckerman Mind, Brain, Behavior Institute, Columbia University, USA.

  49. PALTO: Physics-Informed Active Learning for Tri-Gate FinFET Design Optimization for Vertical Power Delivery

    May 31, 2026Ayoub Sadeghi, Leonid Popryho, Inna Partin-VaisbandField-Programmable Gate ArraysActive Learning

    University of Illinois Chicago Chicago, USA

  50. EventShiftFlow: Towards Hardware-efficient FPGA-based Flow Estimation

    May 27, 2026Arianna Alonso Bizzi, Fernando Cladera, C. J. TaylorMotion EstimationConditional Velocity

    University of Pennsylvania, Philadelphia, PA.

  51. Building Reliable Arithmetic Multipliers Under NBTI Aging and Process Variations

    May 18, 2026Masoud Heidary, Biresh Kumar JoardarField-Programmable Gate Arrays

    Department of ECE, University of Houston

  52. Spiker-LL: An Energy-Efficient FPGA Accelerator Enabling Adaptive Local Learning in Spiking Neural Networks

    May 18, 2026Alessio Caviglia, Filippo Marostica, Alessandro Savino +1Spiking Neural NetworksField-Programmable Gate Arrays

    Control and Computer Engineering Department, Politecnico di Torino, Turin, Italy

  53. Surrogate Neural Architecture Codesign Package (SNAC-Pack)

    May 15, 2026Jason Weitz, Dmitri Demler, Benjamin Hawks +3Neural Architecture SearchField-Programmable Gate Arrays

    University of California San Diego · 2ETH Zurich · 3Fermi National Accelerator Laboratory +1

  54. Ti-iLSTM: A TinyDL Approach for Logic-Level Anomaly Detection in Industrial Water Treatment Systems

    May 15, 2026Mandar Joshi, Farzana Zahid, Judy Bowen +3Deep LearningWaste

    University of Waikato, Hamilton, New Zealand · Auckland University of Technology, Auckland, New Zealand · Aalto University, Espoo, Finland

  55. Heterogeneous SoC Integrating an Open-Source Recurrent SNN Accelerator for Neuromorphic Edge Computing on FPGA

    May 12, 2026Michelangelo Barocci, Vittorio Fra, Enrico Macii +1Neuromorphic ComputingField-Programmable Gate Arrays

    Department of Computer and Control Engineering, Politecnico di Torino, Turin, Italy · Interuniversity Department of Regional and Urban Studies and Planning, Politecnico di Torino, Turin, Italy

  56. Rethink the Role of Neural Decoders in Quantum Error Correction

    May 12, 2026Ge Yan, Shanchuan Li, Yuxuan DuQuantum Error CorrectionQuantized

    College of Computing and Data Science, Nanyang Technological University, Singapore 639798, Singapore · Department of Electrical Engineering and Computer Science, Tokyo University of Agriculture & Technology, Koganei, Tokyo, 184-8588, Japan · School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore 639798, Singapore

  57. Energy-Efficient Implementation of Spiking Recurrent Cells on FPGA

    May 11, 2026Pascal Harmeling, Florent De Geeter, Guillaume DrionSpiking Neural NetworksField-Programmable Gate Arrays

  58. Reconfigurable Computing Challenge: Real-Time Graph Neural Networks for Online Event Selection in Big Science

    May 11, 2026Marc Neu, Frank Baptist, Thomas Lobmaier +3Field-Programmable Gate ArraysGraph Neural Networks

    Institute for Information Processing Technology, Karlsruhe Institute of Technology, Germany · Institute of Experimental Particle Physics, Karlsruhe Institute of Technology, Germany

  59. End-to-End Keyword Spotting on FPGA Using Graph Neural Networks with a Neuromorphic Auditory Sensor

    May 10, 2026Wiktor Matykiewicz, Piotr Wzorek, Kamil Jeziorek +4Neuromorphic ComputingField-Programmable Gate Arrays

    AGH University of Krakow, Poland · Embedded Vision Systems Group, Computer Vision Laboratory · Robotics and Technology of Computers Lab., ETSII, EPS, SCORE, I3US, Universidad de Sevilla

  60. Machine Learning-Based Graph Simplification for Symbolic Accelerators

    May 9, 2026Tiffany Yu, Rye Stahle-Smith, Darssan Eswaramoorthi +1Field-Programmable Gate ArraysAutomata

    University of South Carolina