“…The major performance bottlenecks of the current von Neumann computing systems are the physically separated memory and logic modules, which cause significant energy consumption and latency. − LIM computation can be a potential substitute for the prevailing von Neumann paradigm. Unlike von Neumann computing, LIM units can directly perform data computations inside nonvolatile memory, enabling space-saving, high-speed, and energy-efficient computations. ,− Several approaches for implementing efficient LIM units, such as floating gates, molecular switching, and ferroelectric technologies, have been investigated. − Nevertheless, most of the reported devices are limited to binary logic circuits and one-bit (two states: “0” and “1”) storage, which restrict their application in binary-weighted networks. ,− However, multivalued logic (MVL) circuits can solve this problem, especially for organic LIM units, as MVLs enable high data integration by increasing the number of logic states. In addition, the high photosensitivity of organic semiconductors can give rise to optoelectronic LIM units with multilevel storage.…”