Multi-Phase Synchronization Phenomena in a Ring-Coupled System of Digital Spiking Neurons

A simple multiobjective evolutionary algorithm for design of digital maps

“…These cost functions are basic to consider engineering applications such as spike-based communications [12] and pseudo random number generators [10]. Using digital spiking neurons, the Dmaps can be implemented on a FPGA board [16].…”

“…The PSTs are applicable to various systems including modeling of spiking neurons [11], spike-based communications [12,13], central pattern generators [14], and time-series approximation [8]. The Dmap is suitable in FPGA-based hardware implementations and several circuit designs can be found in [15,16].…”

A simple digital spiking neural network: Synchronization and spike-train approximation

“…Introduction. This paper studies dynamics and engineering applications of a simple network of digital spiking neurons (DSNs [18] [19] [20]). The DSN is a digital dynamical system inspired by analog spiking neuron models [11] [6] [15] [17].…”

“…The digital dynamical systems such as the DSNs are suitable for precise analysis of various nonlinear phenomena and FPGA based hardware implementation for engineering applications [18] [20]. The practical/potential applications of the DSNs include time series approximation [19], encoders for digital communication 1480 HIROAKI UCHIDA, YUYA OISHI AND TOSHIMICHI SAITO [4], central pattern generators [7], and image processing [22] [2].…”

“…Digital spiking neuron. We introduce a digital spiking neuron (DSN) and digital spike map (Dmap) [18] [20]. Let x 1 (τ ) denote a discrete state variable at discrete time τ .…”