Previous studies have successfully applied a lightweight recurrent neural network (RNN) called Echo State Network (ESN) for EEG-based emotion recognition.These studies use intrinsic plasticity (IP) and synaptic plasticity (SP) to tune the hidden reservoir layer of ESN, yet they require extra training procedures and are often computationally complex
Group IV photonics hold great potential for nonlinear applications in the near- and mid-infrared (IR) wavelength ranges, exhibiting strong nonlinearities in bulk materials, high index contrast, CMOS compatibility, and cost-effectiveness.In this paper, we review our recent numerical work on various types of silicon and germanium waveguides for octav
Abstract A high-order accurate reconstructed discontinuous Galerkin (rDG) method is developed for compressible inviscid and viscous flows in arbitrary Lagrangian-Eulerian (ALE) formulation on moving and deforming unstructured curved meshes.Taylor basis functions in the rDG method are defined on the time-dependent domain, where the integration and c
This scientific study aims to introduce a new type of topological space, called "Grill v-space", with the aim of contributing to scientific knowledge in this field.New generalizations were developed for both the local function and the Kuratowski closure function in order to generalize their DC Plug Splitter Lead concepts.Subsequently, these general
Abstract Senna fistula (commonly called golden shower tree) is a tropical plant renowned for its established medicinal properties.Additionally, it serves as a popular ornamental tree for homesteads and roadside plantings.But previous phytochemical studies on the plant adopted the conventional methods of Foot Rear extraction without optimal yield of