A memory component includes a memory region to store a machine learning model and input data and another memory region to store host data from a host system. A controller can be coupled to the memory component and can include in-memory logic to perform a machine learning operation by applying the machine learning model to the input data to generate an output data. A bus can receive additional data from the host system and a decoder can receive the additional data from the bus and can transmit the additional data to the other memory region or the in-memory logic of the controller based on a characteristic of the additional data.