{"doi":"10.1103/physrevresearch.5.043205","title":"Efficient population coding of sensory stimuli","abstract":"A generalized theoretical framework of neuronal coding is developed. The theory assumes that neuronal populations implement efficient coding that maximizes the Shannon mutual information between stimuli and spikes. The resulting optimal neuronal activation functions partition the stimulus space equally, and the mutual information is independent of the fraction of ON and OFF neurons.","journal":"Physical Review Research","year":2023,"id":378125,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":3,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9511,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2023-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":264216,"name":"Markus Meister","orcid":"0000-0003-2136-6506","position":1,"is_corresponding":false},{"id":284076,"name":"Julijana Gjorgjieva","orcid":"0000-0001-7118-4079","position":2,"is_corresponding":false},{"id":1142084,"name":"Shuai Shao","orcid":"0000-0002-0916-1578","position":0,"is_corresponding":true}],"reference_count":58,"raw_metadata":null,"created_at":"2026-07-19T01:16:44.708019Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}