A bio-inspired implementation of a sparse-learning spike-based hippocampus memory model

• Published in: arXiv.org
• Main Authors: Casanueva-Morato, Daniel, Ayuso-Martinez, Alvaro, Dominguez-Morales, Juan P, Jimenez-Fernandez, Angel, Jimenez-Moreno, Gabriel
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 10.06.2022
• Subjects: Biomimetics; Brain; Cerebral cortex; Hardware; Hippocampus; Information storage; Learning; Nervous system; Neural networks; Neuromorphic computing; Recall

The nervous system, more specifically, the brain, is capable of solving complex problems simply and efficiently, far surpassing modern computers. In this regard, neuromorphic engineering is a research field that focuses on mimicking the basic principles that govern the brain in order to develop syst...