arxiv
PublishedJuly 21, 2026 at 4:00 AM
Ghosts in Neural Networks: Existence, Structure and Role of Infinite-Dimensional Null Space
Publisher summary· verbatim
arXiv:2106.04770v2 Announce Type: replace Abstract: We study parameter nonuniqueness in continuous-width depth-two fully connected neural networks. Our main contribution is a direct method for solving the neural-network equation $S[\gamma]=f$. Starting from the Fourier expression of the synthesis op
Stay posted· Newsletter
A 5-min weekly brief — top movers, price watch, story of the week.
Discussion
No replies yet. Be first.
Related coverage
More from ARXIV
arxivSquid: Long Context as a New Modality for Energy-Efficient On-Device Language Models2harxivGRASP: Grounded CoT Reasoning with Dual-Stage Optimization for Multimodal Sarcasm Target Identification2harxivTowards Agentic Agent-based Models: Feasibility, Performance, and Statistical Model Checking2harxivOntoExtend: A Framework for Requirement-driven and Scalable Ontology Extension with LLMs2hThe Bubble Brief
WEEKLYRead AI insights every Tuesday — top movers, new releases, story of the week.
Originally published on arxiv ↗