Field-Programmable Gate Arrays

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Period ending 2026-09-14

5 new papers

A weekly snapshot of new work published in Field-Programmable Gate Arrays.

Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Field-Programmable Gate Arrays.

69 papers

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

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

  2. Fidelity-Aware Scheduling of Quantum Circuits on Multi-QPU Systems

    Sep 9, 2026Innocenzo Fulginiti, Antonio Tudisco, Salvatore Zammuto +7Quantum CircuitsHigh-Performance Computing

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

    Sep 9, 2026Ting LiuField-Programmable Gate ArraysNeuromorphic Hardware

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

    Sep 8, 2026Andrea Grillo, Brian PlancherDroneModel Predictive Control

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

    Sep 8, 2026Adrien Dorise, Marjorie Bellizzi, Julia Cohen +1General Object DetectionObject Detection

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

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

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

    Aug 31, 2026Valentin M. Meunier, Amélie Gruel, Pierre Lewden +2Neuromorphic HardwareNeural Audio Codecs

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

    Aug 12, 2026Zhiqiang Que, Chang Sun, Haiyang Wang +6Low-Bit QuantizationField-Programmable Gate Arrays

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

    Aug 11, 2026Cédric Léonard, Francescopaolo Sica, Martin SchulzImage CompressionSynthetic Aperture Radar

  10. Monophonic Audio Synthesizer Using FPGAs

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

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

    Aug 2, 2026Kazi Ahmed Asif Fuad, Lizhong ChenKolmogorov-Arnold NetworksLightweight Convolutional Neural Network Hardware Accelerator

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

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

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

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

  14. 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 +3Tactile SensingHyperspectral Imaging

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

    Jul 27, 2026Gawthaman Senthilvelan, Luthira AbeykoonAutomatic Modulation ClassificationField-Programmable Gate Arrays

  16. Formally Verified Synthesizable Floating-Point Data Types in ARCH HDL

    Jul 26, 2026Shuqing ZhaoFloating-PointSystematic Fp16 Divergence

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

    Jul 24, 2026Ilia Sobakinskikh, Paul Alexander BilokonTransformer VariantTime Series

  18. Hardware-Software Co-Design for Float16 On-Device Training on RISC-V Single-Core

    Jul 23, 2026Benjamin Hubinet, Pierre-Alain Moellic, Olivier Savry +2Systematic Fp16 DivergenceField-Programmable Gate Arrays

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

    Jul 22, 2026Ivan Ge, Sagar Addepalli, Abhilasha Dave +1Field-Programmable Gate ArraysAccelerator

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

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

  21. Program-Synthesis-Driven Autodesign of Universal Unitary Operators

    Jul 11, 2026Yifei Zhang, Dong Chen, Fan Wang +6Quantum CircuitsPhotonics

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

    Jul 9, 2026Jiawei Liang, Haotong Qin, Linfeng Du +7Field-Programmable Gate ArraysLightweight Convolutional Neural Network Hardware Accelerator

  23. 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

  24. ELiTeFormer: An Efficient Transformer for FPGAs

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

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

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

  26. 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 +3Lightweight Convolutional Neural Network Hardware AcceleratorField-Programmable Gate Arrays

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

    Jun 30, 2026Hubert Dymarkowski, Xingjian Fu, Rappy Saha +2Self-Supervised Vision TransformersLightweight Convolutional Neural Network Hardware Accelerator

  28. 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 Hardware

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

    Jun 26, 2026Anuki Pasqual, Dulan Lokugeegana, Manimohan Thiriloganathan +3License Plate Character DetectionTraffic

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

    Jun 24, 2026Muhammad Usman, Yousef Sadegheih, Dorit MerhofLightweight Convolutional Neural Network Hardware AcceleratorField-Programmable Gate Arrays

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

    Jun 17, 2026Diego Hernández, Sebastián Valdivia, Vicente Westerhout +2Low Earth OrbitField-Programmable Gate Arrays

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

    Jun 15, 2026Evgeny UkladchikovTransformer VariantField-Programmable Gate Arrays

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

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

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

    Jun 9, 2026Vinamra Sharma, Xingjian Fu, Jude Haris +1AcceleratorField-Programmable Gate Arrays

  35. Spiking Neural Network inference on FPGAs with hls4ml

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

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

    Jun 4, 2026Cody J Christopher, Charles GrettonSatisfiabilityMulti-Gpu Systems

  37. 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

  38. Hardware-aware Low-latency Quantum Compilation with Data-driven Lightweight Error Detection for Early Fault-Tolerant Systems

    Jun 4, 2026Sumit ChongderQuantum Error CorrectionQuantum

  39. 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

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

    May 27, 2026Arianna Alonso Bizzi, Fernando Cladera, C. J. TaylorVelocityRobot Perception

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

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

  42. 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 NetworksLightweight Convolutional Neural Network Hardware Accelerator

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

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

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

    May 15, 2026Mandar Joshi, Farzana Zahid, Judy Bowen +3Multimodal Industrial Anomaly DetectionDeep Learning Framework

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

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

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

    May 12, 2026Ge Yan, Shanchuan Li, Yuxuan DuQuantum Error CorrectionError Correction

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

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

  48. 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 ArraysGraphics Processing Unit Utilization

  49. FPGA-Based Hardware Architecture for Contrast Maximization in Event-Based Vision

    May 10, 2026Michal Filipkowski, Marcin Kowalczyk, Tomasz KryjakField-Programmable Gate ArraysComputer Vision

  50. 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 HardwareField-Programmable Gate Arrays

  51. Machine Learning-Based Graph Simplification for Symbolic Accelerators

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

  52. Fitting Multilinear Polynomials for Logic Gate Networks

    May 9, 2026Youngsung KimDifferentiable Logic Gate NetworksPolynomials

  53. FastOmniTMAE: Parallel Clause Learning for Scalable and Hardware-Efficient Tsetlin Embeddings

    May 7, 2026Ahmed K. Kadhim, Lei Jiao, Rishad Shafik +2Field-Programmable Gate ArraysAutoencoder

  54. LLM-Driven Design Space Exploration of FPGA-based Accelerators

    May 7, 2026Vinamra Sharma, Xingjian Fu, Jude Haris +1AcceleratorField-Programmable Gate Arrays

  55. Design Conductor 2.0: An agent builds a TurboQuant inference accelerator in 80 hours

    May 6, 2026The Verkor Team, Ravi Krishna, Suresh Krishna +1AcceleratorAgent Harness

  56. Resource Utilization of Differentiable Logic Gate Networks Deployed on FPGAs

    May 4, 2026Stephen Wormald, Gilon Kravatsky, Damon Woodard +1Differentiable Logic Gate NetworksField-Programmable Gate Arrays

  57. ViM-Q: Scalable Algorithm-Hardware Co-Design for Vision Mamba Model Inference on FPGA

    May 3, 2026Shengzhe Lyu, Yuhan She, Patrick S. Y. Hung +2Lightweight Convolutional Neural Network Hardware AcceleratorField-Programmable Gate Arrays

  58. SwiftChannel: Algorithm-Hardware Co-Design for Deep Learning-Based 5G Channel Estimation

    May 3, 2026Shengzhe Lyu, Yuhan She, Di Duan +5Channel EstimationField-Programmable Gate Arrays

  59. NeuroRing: Scaling Spiking Neural Networks via Multi-FPGA Bidirectional Ring Topologies and Stream-Dataflow Architectures

    Apr 30, 2026Muhammad Ihsan Al Hafiz, Artur PodobasSpiking Neural NetworksField-Programmable Gate Arrays

  60. At the Edge of the Heart: ULP FPGA-Based CNN for On-Device Cardiac Feature Extraction in Smart Health Sensors for Astronauts

    Apr 28, 2026Kazi Mohammad Abidur Rahman, Davis Rakhshan, Philipp Lütke +2Field-Programmable Gate ArraysResource-Constrained Devices