EARSHOT: A Minimal Neural Network Model of Incremental Human Speech Recognition

Despite the lack of invariance problem (the many-to-many mapping between acoustics and percepts), human listeners experience phonetic constancy and typically perceive what a speaker intends. Most models of human speech recognition (HSR) have side-stepped this problem, working with abstract, idealized inputs and deferring the challenge of working with real speech. In contrast, carefully engineered deep learning networks allow robust, real-world automatic speech recognition (ASR). However, the complexities of deep learning architectures and training regimens make it difficult to use them to provide direct insights into mechanisms that may support HSR. In this brief article, we report preliminary results from a two-layer network that borrows one element from ASR, long short-term memory nodes, which provide dynamic memory for a range of temporal spans. This allows the model to learn to map real speech from multiple talkers to semantic targets with high accuracy, with human-like timecourse of lexical access and phonological competition. Internal representations emerge that resemble phonetically organized responses in human superior temporal gyrus, suggesting that the model develops a distributed phonological code despite no explicit training on phonetic or phonemic targets. The ability to work with real speech is a major advance for cognitive models of HSR.     

Operational Noology as a new methodology for the study of thought and language: theoretical aspects and possible practical applications

In this article, the author presents a new methodology for the study of two fundamental components of consciousness, that is thought and language. The fundamental presupposition that forms the basis of this methodology is that thought is not simply a passive "reflection" of an external "reality", but also (and especially) something active, i.e. that the fundamental components of thought are sequences of operations, amongst which the ones of attention play a key role. These sequences of elementary mental operations are called mental categories, and are the meanings of all the words that do not seem to indicate something physical (first of all, all the "grammatical" words, that is conjunctions, prepositions, articles, pronouns, fundamental verbs like "to be", "to have" etc., the main adverbs, and, in the large number of languages that have a more or less rich morphology, all morphemes (the ones which indicate cases, in languages that have cases, the number and the gender of nouns and adjectives, moods and tenses of the verb etc.). The author proposes a list of these elementary mental operations and he shows how it is possible, basing ourselves on them, to identify the meanings of these words, which are indispensable for any linguistic expression. The author also mentions a possible short-term practical application of these theories, i.e. a device in order to improve the quality of machine translation. He also formulates the hypothesis that these theories could allow us to look in a new way at the problem of the (partial) artificial reproduction of the human activity of thought and language.     

Discriminative vocal conditioning in rhesus monkeys: Evidence for volitional control?

Both emotional and volitional systems are invoked in explaining the control of human vocalizations, but vocal behavior of nonhuman primates is often believed to be totally under emotional control. Monkeys' poor performance on conditioning tasks, especially discriminative conditioning of vocalization (DCV), has been cited as evidence against volitional control. In Experiment 1, rhesus monkeys failed a DCV task in which food was given for vocalizations emitted during an arbitrary visual stimulus, but in Experiment 2, monkeys showed clear discriminative performance when an otherwise comparable shock-avoidance DCV procedure was used. This evidence that monkeys possess some degree of volitional control has implications for the relation between animal vocalizations and the origin of human speech.     

Cross-linguistic parallels in processing derivational morphology: Evidence from Polish

Neuroimaging evidence in English suggests that the neurocognitive processing of derivationally complex words primarily reflects their properties as whole forms. The current experiment provides a cross-linguistic examination of these proposals by investigating the processing of derivationally complex words in the rich morphological system of Polish. Within the framework of a dual language system approach, we asked whether there is evidence for decompositional processing of derivationally complex Polish stems – reflected in the activation of a linguistically specific decompositional system in the left hemisphere – or for increased competition between the derived stem and its embedded base stem in the bilateral system. The results showed activation in the bilateral system and no evidence for selective engagement of the left hemisphere decompositional system. This provides a cross-linguistic validation for the hypothesis that the neurocognitive processing of derived stems primarily reflects their properties as stored forms.     

Facilitating relational empowerment in couple therapy

Couples in distressed relationships often get caught up in power struggles, "Power Over" interactions that are informed by both neurobiology (e.g., the fight-flight reaction) and by cultural assumptions (e.g., competition, individualism, and patriarchy). This article seeks to widen the discourse about power by highlighting "Power To" and "Power With." Power To includes the ability to self-regulate, to read and manage one's own emotions, and to have voice while respecting the other's voice. Power With reflects the couple's commitment to conurture the relationship through empathy, respect, and generosity. Power To and Power With are proposed to constitute relational empowerment, the ability to navigate one's inner world and the interpersonal realm. The neurobiology of both couples' reactivity and relational empowerment are considered. Techniques are offered to facilitate Power To and Power With, interventions that interrupt couples' cycles of reactivity and allow them to make more thoughtful choices. Emotion regulation and empathy are particularly important skills of relational empowerment, and examples are offered to increase these capacities in couple therapy. The therapeutic perspective offered in this article challenges cultural practices and assumptions that keep intimate partners polarized in power struggles, and explores how relational empowerment can foster an egalitarian, mutually respectful relationship.     

Healing Intergenerational Wounds: An Integrative Relational–Neurobiological Approach

Old resentments and unfinished business from the family of origin can constrain adults in current relationships with parents or siblings and negatively affect relationships with partners or children. This article explores how old wounds get reactivated in current relationships and contribute to the intergenerational transmission of painful legacies and trauma. Building on intergenerational family theory and interpersonal neurobiology, the dynamics of reactivity and pathways for growth are explored. While much of the time the human brain is on autopilot, driven by habits and emotional reactivity, we are capable of bringing prefrontal thoughtfulness and choice to close relationships. Rather than being victims of parents or our past, we can become authors of our own relational life. Interventions are offered to help adult clients “wake from the spell of childhood,” heal intergenerational wounds, and “grow up” relationships with family of origin. The damage caused by parent‐blaming in therapy is explored and contrasted with Ivan Boszormenyi‐Nagy's emphasis on rejunctive action and cultivating resources of trustworthiness in intergenerational relationships. The family is considered both in its cultural context—including stressors and resources for resilience—and in its life cycle context. Aging in the intergenerational family is discussed, focusing on ways adult children and their parents can grow and flourish with the challenges at this time of life. Throughout, the theme of relational ethics—how we can live according to our values and “reach for our best self” in intergenerational relationships—informs the discussion.     

Neurobiological correlates of cognitions in fear and anxiety: A cognitive–neurobiological information-processing model

We review likely neurobiological substrates of cognitions related to fear and anxiety. Cognitive processes are linked to abnormal early activity reflecting hypervigilance in subcortical networks involving the amygdala, hippocampus, and insular cortex, and later recruitment of cortical regulatory resources, including activation of the anterior cingulate cortex and prefrontal cortex to implement avoidant response strategies. Based on this evidence, we present a cognitive–neurobiological information-processing model of fear and anxiety, linking distinct brain structures to specific stages of information processing of perceived threat.     

The Purpose and Neurobiology of Theory of Mind Functions

Theory of Mind (ToM) refers to a cognitive process which allows an individual to “place him/herself” in the other person’s “mind,” so as to comprehend the latter’s cognitive and emotional status, so as to predict his/her behavior and emotional response to a particular situation. ToM is necessary for everyday interaction among individuals and accounts for such human traits as empathy, compassion, and deceit. It is also particularly important in the relationship between a healer and his or her client, as well as in the God–human relationship. Recent research in the area of neurosciences has identified a specific brain “system” responsible for ToM, as well as described how these functions may be affected in certain neuropsychiatric conditions. In this article, we discuss the definition and neurobiological substrate of ToM. In addition, we discuss the cognitive steps important to achieve an “accurate” theory of mind, its relevance to “self-knowledge,” and its limitations. We also review some of the data concerning abnormalities and “distortion” of ToM in neuropsychiatric disorders and aberrant human behavior.     

The pathophysiology of body dysmorphic disorder

Body dysmorphic disorder (BDD) is an often severe and disabling condition, affecting up to 2% of the population. Despite its prevalence and clinical significance, very little is known about the pathophysiology of BDD. However, clues to its possible neurobiological substrates and abnormalities in information processing are starting to emerge. This article reviews findings from genetic, brain lesion, neuroimaging, neuropsychological, and psychopharmacological studies that have allowed us to develop a tentative model of the functional neuroanatomy of BDD. There is likely a complex interplay of dysfunctions in several brain networks underlying the pathophysiology of BDD. A combination of dysfunctions in frontal-subcortical circuits, temporal, parietal, and limbic structures, and possibly involving hemispheric imbalances in information processing, may produce both the characteristic symptoms and neurocognitive deficits seen in BDD. An improved understanding of the pathophysiology of BDD will be crucial to guide the development of better treatments.