Methods › General › Stochastic Optimization › DFA

Direct Feedback Alignment

DFA

55 papers tagged archive 2025-07-28

Introduced by Arild Nøkland in Direct Feedback Alignment Provides Learning in Deep Neural Networks

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 55, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Scaling Laws for State Dynamics in Large Language Models
  20 May 2025 · 0 repositories · arXiv:2505.14892
• Neural Networks as Universal Finite-State Machines: A Constructive Deterministic Finite Automaton Theory
  16 May 2025 · 0 repositories · arXiv:2505.11694
• Evaluating an assembly- and disassembly-oriented expansion of Modular Function Deployment through a workshop-based assessment
  3 May 2025 · 0 repositories · arXiv:2505.01762
• BMRL: Bi-Modal Guided Multi-Perspective Representation Learning for Zero-Shot Deepfake Attribution
  19 Apr 2025 · 0 repositories · arXiv:2504.14129
• Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length?
  2 Apr 2025 · 1 repository · arXiv:2504.01935
• Low-power Spike-based Wearable Analytics on RRAM Crossbars
  10 Feb 2025 · 0 repositories · arXiv:2502.06736
• Direct Fractional Auction
  18 Nov 2024 · 0 repositories · arXiv:2411.11606
• Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning
  31 Oct 2024 · 0 repositories · arXiv:2411.00205
• Combining features on vertical ground reaction force signal analysis for multiclass diagnosing neurodegenerative diseases
  20 Aug 2024 · 0 repositories
• On-the-fly Synthesis for LTL over Finite Traces: An Efficient Approach that Counts
  14 Aug 2024 · 0 repositories · arXiv:2408.07324
• LLMs as Probabilistic Minimally Adequate Teachers for DFA Learning
  6 Aug 2024 · 0 repositories · arXiv:2408.02999
• DyFADet: Dynamic Feature Aggregation for Temporal Action Detection
  3 Jul 2024 · 1 repository · arXiv:2407.03197
  Syntology ran 6 of 12 samples · 6 unverified · 12 pointer-only (licence)
• DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment
  4 Jun 2024 · 0 repositories · arXiv:2406.02040
• DFAMiner: Mining minimal separating DFAs from labelled samples
  29 May 2024 · 1 repository · arXiv:2405.18871
• SynCode: LLM Generation with Grammar Augmentation
  3 Mar 2024 · 1 repository · arXiv:2403.01632
  Syntology ran 0 of 3 samples · 3 unverified
• DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton
  6 Feb 2024 · 0 repositories · arXiv:2402.04411
• Stability Analysis of Various Symbolic Rule Extraction Methods from Recurrent Neural Network
  4 Feb 2024 · 0 repositories · arXiv:2402.02627
• Learning Deterministic Finite Automata from Confidence Oracles
  18 Nov 2023 · 0 repositories · arXiv:2311.10963
• Reinforcement Learning with Temporal-Logic-Based Causal Diagrams
  23 Jun 2023 · 0 repositories · arXiv:2306.13732
• Automaton-Guided Curriculum Generation for Reinforcement Learning Agents
  11 Apr 2023 · 1 repository · arXiv:2304.05271
• Better than DFA? A Bayesian Method for Estimating the Hurst Exponent in Behavioral Sciences
  26 Jan 2023 · 0 repositories · arXiv:2301.11262
• Dynamic Local Feature Aggregation for Learning on Point Clouds
  7 Jan 2023 · 1 repository · arXiv:2301.02836
• Low-Variance Forward Gradients using Direct Feedback Alignment and Momentum
  14 Dec 2022 · 1 repository · arXiv:2212.07282
• Scaling Laws Beyond Backpropagation
  26 Oct 2022 · 0 repositories · arXiv:2210.14593
• Brain structure can mediate or moderate the relationship of behavior to brain function and transcriptome. A preliminary study
  6 Oct 2022 · 0 repositories · arXiv:2210.03195
• The Influence of Learning Rule on Representation Dynamics in Wide Neural Networks
  5 Oct 2022 · 0 repositories · arXiv:2210.02157
• Probabilistic Planning with Partially Ordered Preferences over Temporal Goals
  25 Sep 2022 · 0 repositories · arXiv:2209.12267
• Analyzing Robustness of Angluin's L* Algorithm in Presence of Noise
  21 Sep 2022 · 0 repositories · arXiv:2209.10315
• On Robust Cross-View Consistency in Self-Supervised Monocular Depth Estimation
  19 Sep 2022 · 1 repository · arXiv:2209.08747
• Exploring traditional machine learning for identification of pathological auscultations
  1 Sep 2022 · 0 repositories · arXiv:2209.00672

Tasks archive 2025-07-28

20 shown of 59 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

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