[2507.07432v2] Neural networks leverage nominally quantum and post-quantum representations
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. arXiv Operational Status Get status notifications via email or slack
[2507.07432v2] Neural networks leverage nominally quantum and post-quantum representations Skip to main content Search arXiv Press Enter to search · Advanced search --> Computer Science > Machine Learning arXiv:2507.07432v2 (cs) [Submitted on 10 Jul 2025 ( v1 ), last revised 13 Jul 2025 (this version, v2)] Title: Neural networks leverage nominally quantum and post-quantum representations Authors: Paul M. Riechers , Thomas J. Elliott , Adam S. Shai View a PDF of the paper titled Neural networks leverage nominally quantum and post-quantum representations, by Paul M. Riechers and Thomas J.
related reading
- [2404.19756] KAN: Kolmogorov-Arnold Networksarxiv.org
- [2405.07987] The Platonic Representation Hypothesisarxiv.org
- [2305.09957] Quantum neural networks form Gaussian processesarxiv.org
- [2512.19428] Attention Is Not What You Needarxiv.org
- [2505.12387] Neural Thermodynamics: Entropic Forces in Deep and Universal Representation Learningarxiv.org
- arxiv.org/pdf/1805.08522arxiv.org
- [1409.3215] Sequence to Sequence Learning with Neural Networksarxiv.org
- On the Learnability of Physical Concepts: Can a Neural Network Understand What’s Real?arxiv.org
- [2307.08423] Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systemsarxiv.org
- [2402.12875] Chain of Thought Empowers Transformers to Solve Inherently Serial Problemsarxiv.org
- [2303.13506] The Quantization Model of Neural Scalingarxiv.org
- [2402.17805] Graph Neural Networks and Arithmetic Circuitsarxiv.org