About this document
NeurIPS 2023 On Sparse Modern Hopfield Model Paper Conference by chunleiqu is a document available to read on EtoBox.
The document introduces the Sparse Modern Hopfield Model, a sparse extension of the modern Hopfield model that incorporates a memory-retrieval dynamics aligned with sparse attention mechanisms. It provides theoretical advancements, including a closed-form sparse Hopfield energy and a sparsity-dependent memory retrieval error bound, while also demonstrating empirical superiority over dense counterparts in various applications. The work aims to enhance the efficiency and robustness of memory retrieval in deep
- Author
- chunleiqu
- Language
- EN