{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/decreasing-the-size-of-the-restricted","title":"Decreasing the size of the Restricted Boltzmann machine","arxiv_id":"1807.02999","date":"2018-07-09","proceeding":null,"authors":["Yohei Saito","Takuya Kato"],"abstract":"We propose a method to decrease the number of hidden units of the restricted\nBoltzmann machine while avoiding decrease of the performance measured by the\nKullback-Leibler divergence. Then, we demonstrate our algorithm by using\nnumerical simulations.","url_abs":"http://arxiv.org/abs/1807.02999v2","url_pdf":"http://arxiv.org/pdf/1807.02999v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"decreasing-the-size-of-the-restricted","repo_url":"https://github.com/snsiorssb/RBM","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}