Abstract: An image forming apparatus includes a rotatable image bearing member and a rotatable developing member to carry developer made up of toner particles and carrier particles adhered to surfaces of the toner particles. Where a pressing force pressing the developing member against the image bearing member is F1, a total number of the carrier particles interposed between the toner particles and the image bearing member is N1, and an adhesion Ft between a carrier particle and a toner particle, measured when the carrier particle is pressed against the toner particle with F1/N1 that is a pressing force per unit carrier particle, and an adhesion Fdr1 between the carrier particle and the image bearing member, measured when the carrier particle is pressed against the image bearing member with F1/N1, satisfy Ft?Fdr1.

Abstract: Provided is a processor for a neural network whose high-performance compact model can be incorporated into low-spec devices such as embedded devices or mobile devices without requiring re-training. The processor for a neural network, which uses a multi-valued basis matrix, widens the range of integer values that can be taken by each element of the multi-valued basis matrix; thus, the number of dimensions (the number of elements) of a scaling coefficient vector is reduced accordingly. The elements of the scaling coefficient vector are real numbers, and thus reducing the amount of processing of real number calculation processing allows for reducing the number of dimensions (the number of elements) of the scaling coefficient vector. As a result, this neural network processor significantly reduces the amount of calculation processing while ensuring the calculation accuracy when performing matrix calculation processing using the binary basis matrix.

Abstract: A communication system includes information acquisition devices having facility information and an information collection device for collecting the facility information from the information acquisition devices. The information collection device requests the information acquisition devices to send the facility information by using the first communication unit and the second communication unit of the information collection device. Each of the information acquisition devices includes a communication scheme specifying section for specifying which one of the first communication unit and the second communication unit in each of the information acquisition devices has first received the request to send from the information collection device, and a communication control section for making a reply to the request to send by using the communication unit specified by the communication scheme specifying section.

Abstract: A communication system includes information acquisition devices having facility information and an information collection device for collecting the facility information from the information acquisition devices. The information collection device requests the information acquisition devices to send the facility information by using the first communication unit and the second communication unit of the information collection device. Each of the information acquisition devices includes a communication scheme specifying section for specifying which one of the first communication unit and the second communication unit in each of the information acquisition devices has first received the request to send from the information collection device, and a communication control section for making a reply to the request to send by using the communication unit specified by the communication scheme specifying section.