Background Deep neural networks (DNNs) are an important tool in enhancing deep learning capabilities, but they have substantial computational and memory requirements. Quantization is one of the important model compression approaches to address the mismatch between resource-hungry DNNs and resource-constrained devices, by converting the full-precision...

Compartmentalization increases the overall activity and specificity of encapsulated enzymes by protecting the enzymes, maintaining a high concentration of enzymes and substrates, and promoting substrate channeling. While there have been artificial enzymatic particles that have been created using compartmentalization by virus-like proteins, liposomes,...