In the process of creating a new concept of the financial mechanism, it is important, in our opinion, to construct a mechanism for depreciation of fixed assets of enterprises, adequate to the goals of the national economy modernization.It seems appropriate to establish a depreciation model which will allow the state to conduct depreciation policy d
Deep learning has made significant strides, driving advances in areas like computer vision, natural language processing, and autonomous systems.In this paper, we further investigate the implications of the role of additive shortcut connections, focusing on models such as ResNet, Vision Transformers (ViTs), and MLP-Mixers, given that they are essent
Research in photobiology is currently limited by a lack of devices capable of delivering precise and tunable irradiation to cells in a high-throughput format.This limits researchers to using expensive commercially available or custom-built light sources which make it difficult to replicate, standardize, optimize, and scale experiments.Here we prese