Abstract: In recent years, there have been many research studies focusing on next generation optical data storage technologies, such as near-field recording and holographic data storage systems. Many ...

Significant improvements regarding the measurement accuracy of the encoder are achieved by employing the proposed approach with respect to original data and traditional algorithms.

i.e. you don't need data from failures. Autoencoders are based on neural networks, and the network consists of two parts: an encoder and a decoder. Encoder compresses the N-dimensional input (e.g. a ...

In either case, the copper wires connecting the CPU and memory in AI data centers will have to be replaced with optical wires. The most well-known optical chip designs encode electronic bits at ...