Object recognition and Random Image Structure Evolution

We present a technique called Random Image Structure Evolution (RISE) for use in experimental investigations of high-level visual perception. Potential applications of RISE include the quantitative measurement of perceptual hysteresis and priming, the study of the neural substrates of object perception, and the assessment and detection of subtle forms of agnosia. In simple terms, RISE involves the measurement of perceptual and/or neural responses as visual stimuli are systematically transformed—in particular, as recognizable objects evolve from, then dissolve into, randomness. Points along the sequences corresponding to the onset and offset of subjects’ percepts serve as markers for quantitatively and objectively characterizing several perceptual phenomena. Notably, these image sequences are created in a manner that strictly controls a number of important low-level image properties, such as luminance and frequency spectra, thus reducing confounds in the analysis of high-level visual processes. Here we describe the RISE paradigm, report the results of a few basic RISE experiments, and discuss a number of experimental and clinical applications of this approach.     

Prenatal auditory experience and its sequelae

Towards the end of the second trimester of gestation, a human fetus is able to register environmental sounds. This in utero auditory experience is characterized by comprising strongly low-pass-filtered versions of sounds from the external world. Here, we present computational tests of the hypothesis that this early exposure to severely degraded auditory inputs serves an adaptive purpose—it may induce the neural development of extended temporal integration. Such integration can facilitate the detection of information carried by low-frequency variations in the auditory signal, including emotional or other prosodic content. To test this prediction, we characterized the impact of several training regimens, biomimetic and otherwise, on a computational model system trained and tested on the task of emotion recognition. We find that training with an auditory trajectory recapitulating that of a neurotypical infant in the pre-to-postnatal period results in temporally extended receptive field structures and yields the best subsequent accuracy and generalization performance on the task of emotion recognition. This strongly suggests that the progression from low-pass-filtered to full-frequency inputs is likely to be an adaptive feature of our development, conferring significant benefits to later auditory processing abilities relying on temporally extended analyses. Additionally, this finding can help explain some of the auditory impairments associated with preterm births, suggests guidelines for the design of auditory environments in neonatal care units, and points to enhanced training procedures for computational models.     

Influence of Personality Traits and Moral Values on Employee Well-Being,Resilience and Performance: A Cross-National Study

Research examining the relationship at the interface of personality, values, moral foundations and its impact on employees’ subjective well-being, resilience, job performance and satisfaction is almost non-existent. This study addresses this Special Issue’s call focusing on the key antecedents and consequences of resilience on individual and/or organisational level outcomes. It does so by analysing data from two different, though comparative cross-national studies in Australia and India. Employing a quantitative survey method, we collected data from 195 respondents in Australia and 257 respondents from India. Employing the core theory of moral foundations in association with its relationships with individual personality, values, well-being and resilience, our findings suggest a significant relationship between personality traits and individual moral foundations, and psychological well-being via values. The study offers distinctive contributions to the literatures on well-being, resilience and moral foundations theory. Specifically, the personality trait of extroversion influences power and achievement or self-enhancement values through individualised moral foundations. Second, the study found that values of benevolence and universalism, or compassionate values, form the basis for biological mechanisms of resilience through individual moral foundations of fairness/harm care. The paper concludes with implications for theory and practice.     

The Disappearing “Advantage of Abstract Examples in Learning Math”

When teaching a novel mathematical concept, should we present learners with abstract or concrete examples? In this experiment, we conduct a critical replication and extension of a well-known study that argued for the general advantage of abstract examples (Kaminski, Sloutsky, & Heckler, 2008a). We demonstrate that theoretically motivated yet minor modifications of the learning design put this argument in question. A key finding from this study is that participants who trained with improved concrete examples performed as well as, or better than, participants who trained with abstract examples. We argue that the previously reported “advantage of abstract examples” manifested not because abstract examples are advantageous in general, but because the concrete condition employed suboptimal examples.