Advancements in the research of organic bioelectronics, bridging organic optoelectronic devices primarily based on electronic transport with biological systems dominated by ion signals, are considered crucial areas for constructing the next generation of artificial intelligence systems. Organic transistors (OFET) exhibit unique optoelectronic properties by modulating the semiconductor's conductivity through field-induced or electrochemical ion doping. Leveraging their flexibility, excellent solubility for processing, and significant biocompatibility, organic transistors have become excellent platforms for building organic intelligent sensing devices. Over the past decade, research on tactile perception organic transistors, focusing on the development of functional materials, device structures, and the integration of biological, physical signal sensing, and synaptic functionalities, has garnered widespread attention and rapid progress. In this paper, we provide an overview of the progress in tactile perception functionalization of organic transistors, covering aspects such as the design of device structures, working principles, and fabrication techniques that enable the conversion, transmission, and processing of physical signals. We emphasize the development and current applications in temperature/pressure sensing, synaptic, and neural learning, summarize the research strategies for the next generation of tactile perception organic transistors, along with the prospect for challenges and opportunities.