Spiking neural networks

• Main Author: Σούρμπης, Χρήστος
• Other Authors: Σκόδρας, Αθανάσιος
• Format: Thesis
• Language: English
• Published: 2018
• Subjects: Spiking neural networks; Reinforcement learning; Critical network; Pong; Ακμοπυροδοτούμενα νευρωνικά δίκτυα; Ενισχυτική μάθηση; Αυτο-οργανωτικά συστήματα; 006.32

In this thesis, spiking neural networks are studied in two contexts -- one in a functional role where the network is trained with reinforcement learning, and second in a descriptive context studying the emergent self-organised criticality (SOC) property of the network. Recent advances in neural net...