Differentiable Logic Gate Networks

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16 papers1 paper in the last four weeks, down 67% on the four weeks before. 0.0% of all new papers.

  1. Knowledge Distillation from Neural Networks to Differentiable Logic Networks

    Nov 6, 2026Hee Yun Suh, Niraj K. JhaKnowledge DistillationDifferentiable Logic Gate Networks

    Dept. of Electrical and Computer Engineering, Princeton University, Princeton, NJ

  2. Predicate Neuron: Differentiable Quantization of Predicate Relations in Gradient-based Learning

    Oct 27, 2026Ioannis Konstantoulas, Iliana Loi, Kyriakos SgarbasDifferentiable LogicNeuro-Symbolic Reasoning

    Department of Electrical and Computer Engineering, University of Patras, Patras, Greece

  3. Task-Aware Discretization of Differentiable Logic Gate Networks

    Sep 27, 2026Thore GerlachEfficient Neural Network InferenceDifferentiable Logic Gate Networks

    Independent Researcher

  4. Logic Gate Networks and Lookup Table Networks as Lightweight Hardware Classifiers for Inter-patient ECG Arrhythmia Classification

    Sep 26, 2026Wout Mommen, Lars Keuninckx, Siddharth Patil +3Differentiable Logic Gate NetworksElectrocardiogram Classification

    Interuniversity Microelectronics Centre (IMEC), Kapeldreef 75, Leuven, 3001, Belgium · Vrije Universiteit Brussel, Pleinlaan 2, Elsene, 1050, Belgium · imec Holst Centre, High Tech Campus 31, Eindhoven, 5656 AE, the Netherlands

  5. EI-DDLGN: Efficient Encrypted Inference with Deep Differentiable Logic Gate Networks under TFHE

    Sep 12, 2026Mahmoud Y. M. Yassin, Mahmoud AbdelHafeez Sayed, Mostafa TahaDifferentiable Logic Gate NetworksPrivacy-Preserving ML

    Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada

  6. Differentiable Logic Gate Networks for Low-Latency EEG Classification on Edge Devices

    Jul 20, 2026Shyamal Y. Dharia, Stephen D. Smith, Camilo E. ValderramaElectroencephalographyBrain-Computer Interfaces

    † The University of Winnipeg, Department of Applied Computer Science · ‡ The University of Winnipeg, Department of Psychology · ⋄University of Manitoba, Department of Electrical and Computer Engineering +1

  7. Fully Trainable Deep Differentiable Logic Gate Networks and Lookup Table Networks

    Jul 10, 2026Wout Mommen, Lars Keuninckx, Matthias Hartmann +2Neural Network OptimizationDifferentiable Logic Gate Networks

    imec, Kapeldreef 75, Leuven, 3001, , Belgium · Vrije Universiteit Brussel, Peinlaan 2, Elsene, 1050, , Belgium

  8. On the Stability and Realizability of Recurrent Polynomial Surrogate Ternary Logic Gate Networks

    May 23, 2026Sai Sandeep Damera, Ryan Matheu, Aniruddh G. Puranic +2Logical ReasoningSignal Temporal Logic

    University of Maryland, College Park, USA

  9. Fitting Multilinear Polynomials for Logic Gate Networks

    May 9, 2026Youngsung KimBoolean Function LearningNeural Network Optimization

    Department of AI; and Department of ECE, Inha University

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

    May 4, 2026Stephen Wormald, Gilon Kravatsky, Damon Woodard +1Efficient Neural Network InferenceDifferentiable Logic Gate Networks

    Florida Institute of National Security University of Florida Gainesville, Florida, USA

  11. Silicon Aware Neural Networks

    Apr 21, 2026Sebastian Fieldhouse, Kea-Tiong TangEfficient Neural Network InferenceEnergy-Efficient ML

    College of Semiconductor Research National Tsing Hua University · Department of Electrical Engineering National Tsing Hua University

  12. Logic-Gated Time-Shared Feedforward Networks for Alternating Finite Automata: Exact Simulation and Learnability

    Mar 20, 2026Sahil Rajesh DhayalkarDifferentiable LogicAutomata Learning

    Arizona State University

  13. Align Forward, Adapt Backward: Closing the Discretization Gap in Logic Gate Networks

    Mar 14, 2026Youngsung KimTraining-Inference MismatchNeural Network Optimization

    Department of Artificial Intelligence and Department of Electrical and Computer Engineering, Inha University, Incheon, Korea.

  14. Polynomial Surrogate Training for Differentiable Ternary Logic Gate Networks

    Feb 27, 2026Sai Sandeep Damera, Ryan Matheu, Aniruddh G. Puranic +1Differentiable Logic Gate NetworksDifferentiable Logic

    University of Maryland, College Park, MD, USA

  15. Learning Interpretable Differentiable Logic Networks for Time-Series Classification

    Aug 24, 2025Chang Yue, Niraj K. JhaTime Series ClassificationInterpretable ML

    Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ 08544, USA

  16. Learning Interpretable Differentiable Logic Networks for Tabular Regression

    May 29, 2025Chang Yue, Niraj K. JhaEfficient Neural Network InferenceDifferentiable Logic Gate Networks

    Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ 08544, USA