{"url":"/method/synann","slug":"synann","name":"SynaNN","full_name":"Synaptic Neural Network","full_name_withheld":false,"description_markdown":"A Synaptic Neural Network (SynaNN) consists of synapses and neurons. Inspired by the synapse research of neuroscience, we built a synapse model with a nonlinear and log-concave synapse function of excitatory and inhibitory probabilities of channels.","description_state":"present","introduced_year":null,"introduced_by":{"title":"A Synaptic Neural Network and Synapse Learning","paper":"/paper/a-synaptic-neural-network-and-synapse","first_author":"Chang Li","n_authors":1,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/a-synaptic-neural-network-and-synapse"},"source":{"url":"https://openreview.net/forum?id=ryGpEiAcFQ","title":"A Synaptic Neural Network and Synapse Learning","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"General","area_id":"general","collection":"Neural Architecture Search","url":"/methods/category/neural-architecture-search","pwc_aliases":[]}],"n_papers_tagged":1,"archive_num_papers":1,"papers_newest_first":[{"paper":"/paper/a-synaptic-neural-network-and-synapse","title":"A Synaptic Neural Network and Synapse Learning","date":"2019-05-01","arxiv_id":null,"n_code_links":1,"syntology":null}],"papers_shown":1,"tasks":[{"task":"/task/image-classification","name":"Image Classification","papers":1}],"tasks_shown":1,"n_tasks":1,"usage_by_year":[{"year":"2019","papers":1}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/synann"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}