The maximization of the net present value investment in oil field improvements is greatly aided by optimization well location, which plays a significant role production oil. However, using methods placement developments exceedingly difficult since scenario involves large number choice variables, objective functions, and restrictions. In addition, wide variety computational approaches, both trad...

Deep neural networks have been continuously evolving towards larger and more complex models to solve challenging problems in the field of AI. The primary bottleneck that restricts new network architectures is memory consumption. Running or training DNNs heavily relies on hardware (CPUs, GPUs, FPGA) which are either inadequate terms hard-to-extend. This would further make it difficult scale. In ...