Spatio-temporal event association using reward-modulated spike-time-dependent plasticity

• Main Authors: Yusoff, Nooraini, Ibrahim, Mohammed Fadhil
• Format: Article
• Published: Elsevier B.V. 2018
• Subjects: LB Theory and practice of education
• Online Access: http://repo.uum.edu.my/24363/; http://doi.org/10.1016/j.ins.2018.03.043

For goal-directed learning in spiking neural networks, target spike templates are usually required.Optimal performance is achieved by minimising the error between the desired and output spike timings.However, in some dynamic environments, a set of learning targets with precise encoding is not always...