Timing is necessary for high-level cognitive skills such as planning and decision making. This timing information is used at different time scales. Time perception is studied with different time scales such as microsecond timing, millisecond timing, second and circadian timing, which contribute to different abilities in organisms' lives. For example, timing to the millisecond is important in producing speech and in motor control. It is known that the timing between seconds and minutes is important for working memory. Circadian timing, which controls the sleep-wake cycle and metabolism, depends on the day-night cycle (Buhusi and Meck, 2005). In this report, it is aimed to provide researchers with an interdisciplinary perspective on time perception. Despite its distinctive features, time ability is not isolated, but rather contains a complex set of processes that work together with other perceptual, motor and cognitive processes. First, we will present a background from the psychology and neuroscience literature with the aim of shedding light on the relationship between time perception and other cognitive abilities. Second, we will establish a methodological framework with the methodological procedures adopted to understand how time is processed and to test the accuracy of the models. This report aims to discuss possible research directions to foster interdisciplinary collaboration for time perception.