This paper proposes a Cloud-Based Security System (CBSS) with Interface to Network Security Functions (I2NSF) as the framework and interfaces. It shows the feasibility of CBSS for flexible and efficient security servi...
详细信息
Accurate and efficient time-domain simulations are indispensable for integrating converter-interfaced energy resources into the evolving power grid. This paper proposes an admittance-based model (ABM) of grid-followin...
详细信息
TO perform well,deep learning(DL)models have to be trained *** optimizer should be adopted?We answer this question by discussing how optimizers have evolved from traditional methods like gradient descent to more advan...
详细信息
TO perform well,deep learning(DL)models have to be trained *** optimizer should be adopted?We answer this question by discussing how optimizers have evolved from traditional methods like gradient descent to more advanced techniques to address challenges posed by highdimensional and non-convex problem *** challenges include their hyperparameter sensitivity,balancing between convergence and generalization performance,and improving interpretability of optimization *** continue to seek robust,efficient,and universally applicable optimizers to advance the field of DL across various domains.
This paper introduces a variation of the Successive Cancellation Stack (SCS) decoding algorithm for polar codes which is able to always return the transmitted data sequence with the highest probability of creating the...
详细信息
Edge detection is an useful tool utilized by various computer Vision applications. A prime application example for locating the spatial edges of an image is to then separate and identify the included objects. Similarl...
详细信息
Vector operations such as GELU, softmax, and layer normalization are essential for transformers, but generally consume long latency on general-purpose CPU and GPU due to their low arithmetic intensities and high nonli...
详细信息
An in-band co-polarized (IBCP) low scattering beamscanning metasurface (MTS)-based array is proposed using the time-reversal (TR) synthesis. The proposed 4 × 4 MTS-based array consists of double-layer Jerusalem-c...
The integrated wind turbine-power transmission line systems integrate wind turbines into high-voltage power transmission lines by directly interconnecting wind turbines to high-voltage power transmission lines without...
详细信息
With the proliferation of large-scale grid-connected wind farms, subsynchronous oscillations (SSOs) incidents associated with Type-4 wind turbines (WTs) with a permanent magnet synchronous generator (PMSG) occurred fr...
详细信息
This paper addresses a new quantum computing-based multi-agent reinforcement learning (QMARL) algorithm which is inspired by the quantum neural network (QNN)-based centralized critic and multiple actor networks. The b...
详细信息
暂无评论