TY - JOUR A1 - Krause, Florian A1 - Lindemann, Oliver A1 - Toni, Ivan A1 - Bekkering, Harold T1 - Different brains process Numbers differently: Structural bases of individual differences in spatial and nonspatial number representations JF - Journal of cognitive neuroscience N2 - A dominant hypothesis on how the brain processes numerical size proposes a spatial representation of numbers as positions on a "mental number line." An alternative hypothesis considers numbers as elements of a generalized representation of sensorimotor-related magnitude, which is not obligatorily spatial. Here we show that individuals' relative use of spatial and nonspatial representations has a cerebral counterpart in the structural organization of the posterior parietal cortex. Interindividual variability in the linkage between numbers and spatial responses (faster left responses to small numbers and right responses to large numbers; spatial-numerical association of response codes effect) correlated with variations in gray matter volume around the right precuneus. Conversely, differences in the disposition to link numbers to force production (faster soft responses to small numbers and hard responses to large numbers) were related to gray matter volume in the left angular gyrus. This finding suggests that numerical cognition relies on multiple mental representations of analogue magnitude using different neural implementations that are linked to individual traits. Y1 - 2014 U6 - https://doi.org/10.1162/jocn_a_00518 SN - 0898-929X SN - 1530-8898 VL - 26 IS - 4 SP - 768 EP - 776 PB - MIT Press CY - Cambridge ER - TY - GEN A1 - Krause, Florian A1 - Lindemann, Oliver T1 - Expyriment: A Python library for cognitive and neuroscientific experiments T2 - Behavior research methods : a journal of the Psychonomic Society Y1 - 2014 U6 - https://doi.org/10.3758/s13428-013-0436-9 SN - 1554-351X SN - 1554-3528 VL - 46 IS - 2 SP - 416 EP - 428 PB - Springer CY - New York ER - TY - JOUR A1 - Krause, Florian A1 - Lindemann, Oliver T1 - Expyriment: A Python library for cognitive and neuroscientific experiments JF - Behavior research methods : a journal of the Psychonomic Society N2 - Expyriment is an open-source and platform-independent lightweight Python library for designing and conducting timing-critical behavioral and neuroimaging experiments. The major goal is to provide a well-structured Python library for script-based experiment development, with a high priority being the readability of the resulting program code. Expyriment has been tested extensively under Linux and Windows and is an all-in-one solution, as it handles stimulus presentation, the recording of input/output events, communication with other devices, and the collection and preprocessing of data. Furthermore, it offers a hierarchical design structure, which allows for an intuitive transition from the experimental design to a running program. It is therefore also suited for students, as well as for experimental psychologists and neuro-scientists with little programming experience. KW - Software KW - Programming library KW - Python KW - Experimental design KW - Stimulus presentation Y1 - 2014 U6 - https://doi.org/10.3758/s13428-013-0390-6 SN - 1554-351X SN - 1554-3528 VL - 46 IS - 2 SP - 416 EP - 428 PB - Springer CY - New York ER -