Neural network
Structure in biology and artificial intelligence
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π Topics
- Machine Learning (4)
- Artificial Intelligence (3)
- Neural Networks (2)
- AI Interpretability (1)
- Cybersecurity (1)
- Data Integrity (1)
- Causal Inference (1)
- Optimization Dynamics (1)
- Information Retrieval (1)
- E-commerce Technology (1)
- Machine Learning Efficiency (1)
- Planning Systems (1)
π·οΈ Keywords
Neural Networks (8) Β· Neural networks (4) Β· Machine Learning (2) Β· arXiv (2) Β· Explainable AI (2) Β· Transformers (1) Β· Algorithmic cores (1) Β· Large language models (1) Β· Machine learning (1) Β· AI interpretability (1) Β· Computational invariants (1) Β· Data poisoning (1) Β· Acoustic classification (1) Β· Machine learning security (1) Β· Cryptographic verification (1) Β· Backdoor attacks (1) Β· Data provenance (1) Β· Attack surface (1) Β· Causal Direction (1) Β· Optimization Dynamics (1)
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π° Related News (12)
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πΊπΈ Transformers converge to invariant algorithmic cores
arXiv:2602.22600v1 Announce Type: cross Abstract: Large language models exhibit sophisticated capabilities, yet understanding how they work internall...
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πΊπΈ Poisoned Acoustics
arXiv:2602.22258v1 Announce Type: cross Abstract: Training-data poisoning attacks can induce targeted, undetectable failure in deep neural networks b...
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πΊπΈ Causal Direction from Convergence Time: Faster Training in the True Causal Direction
arXiv:2602.22254v1 Announce Type: cross Abstract: We introduce Causal Computational Asymmetry (CCA), a principle for causal direction identification ...
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πΊπΈ Comparative Analysis of Neural Retriever-Reranker Pipelines for Retrieval-Augmented Generation over Knowledge Graphs in E-commerce Applications
arXiv:2602.22219v1 Announce Type: cross Abstract: Recent advancements in Large Language Models (LLMs) have transformed Natural Language Processing (N...
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πΊπΈ On Sample-Efficient Generalized Planning via Learned Transition Models
arXiv:2602.23148v1 Announce Type: new Abstract: Generalized planning studies the construction of solution strategies that generalize across families ...
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πΊπΈ Certified Circuits: Stability Guarantees for Mechanistic Circuits
arXiv:2602.22968v1 Announce Type: new Abstract: Understanding how neural networks arrive at their predictions is essential for debugging, auditing, a...
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πΊπΈ Knob: A Physics-Inspired Gating Interface for Interpretable and Controllable Neural Dynamics
arXiv:2602.22702v1 Announce Type: new Abstract: Existing neural network calibration methods often treat calibration as a static, post-hoc optimizatio...
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πΊπΈ A Statistical Learning Perspective on Semi-dual Adversarial Neural Optimal Transport Solvers
arXiv:2502.01310v4 Announce Type: replace-cross Abstract: Neural network-based optimal transport (OT) is a recent and fruitful direction in the gener...
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πΊπΈ Understanding neural networks through sparse circuits
OpenAI is exploring mechanistic interpretability to understand how neural networks reason. Our new sparse model approach could make AI systems more tr...
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πΊπΈ Synaptic Activation and Dual Liquid Dynamics for Interpretable Bio-Inspired Models
arXiv:2602.13017v1 Announce Type: cross Abstract: In this paper, we present a unified framework for various bio-inspired models to better understand ...
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πΊπΈ Can Neural Networks Provide Latent Embeddings for Telemetry-Aware Greedy Routing?
arXiv:2602.12798v1 Announce Type: cross Abstract: Telemetry-Aware routing promises to increase efficacy and responsiveness to traffic surges in compu...
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πΊπΈ Rational Neural Networks have Expressivity Advantages
arXiv:2602.12390v1 Announce Type: cross Abstract: We study neural networks with trainable low-degree rational activation functions and show that they...
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People and organizations frequently mentioned alongside Neural network:
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Large language model Β· 2 shared articles
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Mechanistic interpretability Β· 2 shared articles
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Explainable artificial intelligence Β· 2 shared articles
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Machine learning Β· 1 shared articles
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Transformers Β· 1 shared articles
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Chemical synapse Β· 1 shared articles -
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Interpretability Β· 1 shared articles
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Recurrent neural network Β· 1 shared articles
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Expressivity Β· 1 shared articles
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Approximation theory Β· 1 shared articles