Individual differences in reading aloud: A mega-study,item effects,and some models

Normal individual differences are rarely considered in the modelling of visual word recognition – with item response time effects and neuropsychological disorders being given more emphasis – but such individual differences can inform and test accounts of the processes of reading. We thus had 100 participants read aloud words selected to assess theoretically important item response time effects on an individual basis. Using two major models of reading aloud – DRC and CDP+ – we estimated numerical parameters to best model each individual’s response times to see if this would allow the models to capture the effects, individual differences in them and the correlations among these individual differences. It did not. We therefore created an alternative model, the DRC-FC, which successfully captured more of the correlations among individual differences, by modifying the locus of the frequency effect. Overall, our analyses indicate that (i) even after accounting for individual differences in general speed, several other individual difference in reading remain significant; and (ii) these individual differences provide critical tests of models of reading aloud. The database thus offers a set of important constraints for future modelling of visual word recognition, and is a step towards integrating such models with other knowledge about individual differences in reading.     

Exploring orthographic neighborhood size effects in a computational model of Chinese character naming

Orthographic neighborhood (N) size effects have been extensively studied in English consistently producing a facilitatory effect in word naming tasks. In contrast, several recent studies on Chinese character naming have demonstrated an inhibitory effect of neighborhood size. Response latencies tend to be inhibited by inconsistent characters with large neighborhoods relative to small neighborhoods. These differences in neighborhood effects between languages may depend on the characteristics (depth) of the mapping between orthography and phonology. To explore this, we first conducted a behavioral experiment to investigate the relationship between neighborhood size, consistency and reading response. The results showed an inhibitory effect of neighborhood size for inconsistent characters but a facilitatory effect for consistent characters. We then developed two computational models based on parallel distributed processing principles to try and capture the nature of the processing that leads to these results in Chinese character naming. Simulations using models based on the triangle model of reading indicated that consistency and neighborhood size interact with the division of labor between semantics and phonology to produce these effects.     

思维与语言的关系：来自认知神经科学的证据

在有关人类心智的研究中,思维与语言的关系始终是一个复杂而重要的课题。借助于新的技术手段和研究思路,当代认知神经科学从新的角度探讨了这个古老而神秘的课题。其研究的基本逻辑是：如果某种特定的思维过程（比如简单的算术运算或者三段论推理）在本质上是“语言的”,那么,在进行这种思维活动时,大脑中负责语言信息处理的区域就会参与;反之,如果某种思维过程在本质上是“空间的”,则大脑中负责空间信息处理的区域就会参与其中。结合来自直观的脑功能图谱证据与其它的跨领域证据（如来自行为实验和脑损伤研究的证据）,能够帮助我们更加深入地认识和理解思维与语言的关系问题。     

On computing time-to-collision for automation scenarios

Time to collision (TTC) has been a key vehicle safety metric for decades. With the increasing prevalence of advanced driver assistance systems and vehicle automation, TTC and many related metrics are being applied to the analysis of more complicated scenarios, as well as being integrated into automation algorithms. While the TTC metric was originally conceived to be inclusive of generic two-dimensional situations, its applications has been mostly limited to one-dimensional scenarios. This paper derives general equations and algorithms using two-dimensional information. Additionally, methods from computational geometry, a field that didn’t exist when TTC was first used, are employed for the general case of computing TTC between bounding boxes. Parametric equations for lines play a prominent role and offer an elegant way to express the geometry of the scenarios described in this paper. Throughout, the approach is not to derive specific algebraic conditions as in previous efforts. Rather, the focus in on developing general algorithms for computation. The techniques presented are not necessary for traditional car following scenarios; but offer options for more complex situations that trade off analytic solutions for computational flexibility.     

Comments on the 2018 IAAP Conference on Archetype Theory: defending a non‐reductive biological approach

During the course of the 2018 IAAP conference, a criticism of Jung’s idea of the archetype as inherited predisposition was raised that involved examining a number of dreams and visions and assessing them through developments in genetics and neuroscience. From this comparison it was argued that archetypes cannot be inherited and could more reasonably be argued to derive from early experiences. In this essay, the author responds by showing how this conclusion is flawed due to being based on reductive errors. An alternative, non‐reductive but inherited and biological position on the archetype is defended.     

The controversy around the concept of archetypes and the place for an emergent/developmental model

This paper addresses two key controversial questions to do with the concept of archetypes – do they operate autonomously without connection to an individual's personal life experience? Does their biological base mean they are genetically determined, innate and thus a priori inherited psychic structures? These questions are addressed through the case of a person who began life as an unwanted pregnancy, was adopted at birth and as an adult, experienced profound waking visions. An emergent/developmental model of archetype is outlined which stresses developmental start‐points through this infant's engagement via response and reaction to the affective and material world of the infant/birth mother matrix and from which emergence later occurs by way of participation in a socio‐cultural and material context. The emergentism aspect of this model rescues it from being reductionist since it allows for cultural and socialisation inputs. The model's explanatory power is vastly enlarged by combining this with the developmental component. Critically, once developmentally produced mind/brain (image schema) structures are in place, they have the capacity to generate psychological life. Imagery can then appear as if it is innately derived when that is not the case. The contemporary neuroscience which supports this model is both outlined and related back to the case example.     

Basic needs and complexes: similarities between feeling‐toned complexes,emotional schema and affective states

The aim of this paper is to examine feeling‐toned complexes from a developmental psychological perspective. From this perspective feeling‐toned complexes emerge when basic needs are not met. A very similar theory is put forward by Jeffery Young in his Schema Therapy (Young, Klosko, & Weishaar 2005). His basic needs concept, developed on the basis of empirical research, covers four basic needs which are: attachment, autonomy, and self‐worth, as well as play and spontaneity. My proposition is to deal with this conceptual view from a Jungian perspective insofar as we can integrate the four basic needs, however adding a fifth: the basic need for meaning in the theory of feeling‐toned complexes. Emotional schemas and feeling‐toned complexes are then comparable patterns. The strengths and weaknesses of Analytic Psychology compared to Jeffrey Young's schema therapy are further discussed. The foundation of the feeling‐toned complexes on unmet basic needs lends itself to including a further reference, namely Jaak Panksepp’s neuroscientific findings. Panksepp formulates seven basic affective systems which I discuss first, then I focus on what could be gained from the basic needs concept and finally I turn to the feeling‐complex in an attempt to integrate neuroscientific findings into complex theory.     

“ÁLL TRÁDES,THEIR GEAR AND TACKLE AND TRIM”: THEOLOGY,COGNITIVE NEUROSCIENCE,AND PSYCHONEUROIMMUNOLOGY IN TRANSVERSAL DIALOGUE

This third of three articles outlining a different approach to science/religion dialogue generally and to engagement between theology and the neurosciences specifically, gives a brief account of the model in practice. It begins by introducing the question to be investigated—whether the experience of relational connection can affect health outcomes by directly moderating immune function. Then, employing the same threefold heuristic of encounter, exchange, and expression used previously, it discusses how the transversal model set out in these articles has been used to investigate this question and to develop a theoretical physiological model for the proposed link between relationality and health.     

A mechanism for biasing the appraisal process in affective agents

In this paper we present a mechanism to model the influence of agents’ internal and external factors on the emotional evaluation of stimuli in computational models of emotions. We propose the modification of configurable appraisal dimensions (such as desirability and pleasure) based on influencing factors. As part of the presented mechanism, we introduce influencing models to define the relationship between a given influencing factor and a given set of configurable appraisal dimensions utilized in the emotional evaluation phase. Influencing models translate factors’ influences (on the emotional evaluation) into fuzzy logic adjustments (e.g., a shift in the limits of fuzzy membership functions), which allow biasing the emotional evaluation of stimuli. We implemented a proof-of-concept computational model of emotions based on real-world data about individuals’ emotions. The obtained empirical evidence indicates that the proposed mechanism can properly affect the emotional evaluation of stimuli while preserving the overall behavior of the model of emotions.