Ontology highlight
ABSTRACT:
SUBMITTER: Sardi S
PROVIDER: S-EPMC7181840 | biostudies-literature | 2020 Apr
REPOSITORIES: biostudies-literature
Sardi Shira S Vardi Roni R Meir Yuval Y Tugendhaft Yael Y Hodassman Shiri S Goldental Amir A Kanter Ido I
Scientific reports 20200423 1
Attempting to imitate the brain's functionalities, researchers have bridged between neuroscience and artificial intelligence for decades; however, experimental neuroscience has not directly advanced the field of machine learning (ML). Here, using neuronal cultures, we demonstrate that increased training frequency accelerates the neuronal adaptation processes. This mechanism was implemented on artificial neural networks, where a local learning step-size increases for coherent consecutive learning ...[more]