Sentence examples for implementation complexity to from inspiring English sources
This chapter describes a new strategy for implementing neural networks into digital hardware using logic gates and determines the implementation complexity to prove its superiority when compared to results previously presented in the literature.
It is imperative to choose appropriate techniques and design parameters to relax the hardware implementation complexity to an optimal extent.
The paper discusses this issue, and presents a visual, object-oriented parallel programming language, Vorlon, which addresses the management of both problem domain complexity and implementation complexity, to support the development of general-purpose parallel applications by programmers who are non-specialists in parallelism.
In the following section, we investigate the soft-decision decoding algorithms with small implementation complexity to replace the computationally demanding ML decoding in (2).
However, the approach presented in [6] suffers from an increased implementation complexity compared to conventional OQAM since it requires to use two poly-phase networks (PPNs).
ABC and PSO having the advantages of simple mathematical model, lesser implementation complexity, resistance to being trapped in local minima, and convergence to reasonable solution in lesser iterations makes them suitable candidates for real-time wireless communications systems.
However, they have higher implementation complexity compared to other algorithms, because of the requirements of tracking the system state, and searching for the packet to get service among all flows, that are queued at the outgoing interface.
This algorithm has an implementation complexity proportional to, which is computationally more economical than the conventional RLS.
On the other hand, the LDPC decoder poses a particular implementation challenge regarding the algorithmic and implementation complexity, not to mention its memory requirements.
However, it is also well known that the excellent performance of MIMO systems is achieved at the cost of implementation complexity due to the perfect precoding.
As we are particularly interested in reducing the implementation complexity compared to [21, 22], we focus on the operator used for the gradient computation.
