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PubMed1993

A perceptually-based model of children's earliest productions.

A model is proposed to account for processes underlying the initial extraction and representation of words. The model incorporates perceptual salience into a framework provided by autosegmental phonology. In one study, predictions of the model were tested in a corpus of utterances obtained from three children in the one-word speech period. Analyses of the corpus supported the predictions, suggesting that salience of elements such as stressed and final syllables may contribute to the form of early productions and, specifically, to the form of utterances containing filler syllables and full or partial reduplications. Because the data for this study were children's productions, and the model concerns children's representations, a second study was carried out to investigate representations somewhat more directly. That study also explored the possible influence of an additional prosodic factor on the form of early words. A word-learning task with 2-year-olds, 3-year-olds and adults assessed whether children would attend to stress pattern or segmental sequence in identifying the referent for a word. As expected, children did rely on prosody in their word choices far more frequently than did adults, suggesting that one prosodic component, stress pattern, may in some cases be prominent in a child's representation for a word. The results of the two studies provide support for the utility of the autosegmental framework, as well as additional evidence for the perceptual salience of stressed and final syllables and of stress pattern.

Attention↗
PubMed2003

Towards an understanding of the mechanisms of weak central coherence effects: experiments in visual configural learning and auditory perception.

The weak central coherence hypothesis of Frith is one of the most prominent theories concerning the abnormal performance of individuals with autism on tasks that involve local and global processing. Individuals with autism often outperform matched nonautistic individuals on tasks in which success depends upon processing of local features, and underperform on tasks that require global processing. We review those studies that have been unable to identify the locus of the mechanisms that may be responsible for weak central coherence effects and those that show that local processing is enhanced in autism but not at the expense of global processing. In the light of these studies, we propose that the mechanisms which can give rise to 'weak central coherence' effects may be perceptual. More specifically, we propose that perception operates to enhance the representation of individual perceptual features but that this does not impact adversely on representations that involve integration of features. This proposal was supported in the two experiments we report on configural and feature discrimination learning in high-functioning children with autism. We also examined processes of perception directly, in an auditory filtering task which measured the width of auditory filters in individuals with autism and found that the width of auditory filters in autism were abnormally broad. We consider the implications of these findings for perceptual theories of the mechanisms underpinning weak central coherence effects.

Asperger Syndrome↗
PubMed2001

Change in pattern of ongoing cortical activity with auditory category learning.

Humans are able to classify novel items correctly by category; some other animals have also been shown to do this. During category learning, humans group perceptual stimuli by abstracting qualities from similarity relationships of their physical properties. Forming categories is fundamental to cognition and can be independent of a 'memory store' of information about the items or a prototype. The neurophysiological mechanisms underlying the formation of categories are unknown. Using an animal model of category learning, in which frequency-modulated tones are distinguished into the categories of 'rising' and 'falling' modulation, we demonstrate here that the sorting of stimuli into these categories emerges as a sudden change in an animal's learning strategy. Electro-corticographical recording from the auditory cortex shows that the transition is accompanied by a change in the dynamics of cortical stimulus representation. We suggest that this dynamic change represents a mechanism underlying the recognition of the abstract quality (or qualities) that defines the categories.

Animals↗
PubMed2002

Instructed learning in the auditory localization pathway of the barn owl.

A bird sings and you turn to look at it a process so automatic it seems simple. But is it? Our ability to localize the source of a sound relies on complex neural computations that translate auditory localization cues into representations of space. In barn owls, the visual system is important in teaching the auditory system how to translate cues. This example of instructed plasticity is highly quantifiable and demonstrates mechanisms and principles of learning that may be used widely throughout the central nervous system.

Aging↗
PubMed2000

Reward-dependent learning in neuronal networks for planning and decision making.

Neuronal network models have been proposed for the organization of evaluation and decision processes in prefrontal circuitry and their putative neuronal and molecular bases. The models all include an implementation and simulation of an elementary reward mechanism. Their central hypothesis is that tentative rules of behavior, which are coded by clusters of active neurons in prefrontal cortex, are selected or rejected based on an evaluation by this reward signal, which may be conveyed, for instance, by the mesencephalic dopaminergic neurons with which the prefrontal cortex is densely interconnected. At the molecular level, the reward signal is postulated to be a neurotransmitter such as dopamine, which exerts a global modulatory action on prefrontal synaptic efficacies, either via volume transmission or via targeted synaptic triads. Negative reinforcement has the effect of destabilizing the currently active rule-coding clusters; subsequently, spontaneous activity varies again from one cluster to another, giving the organism the chance to discover and learn a new rule. Thus, reward signals function as effective selection signals that either maintain or suppress currently active prefrontal representations as a function of their current adequacy. Simulations of this variation-selection have successfully accounted for the main features of several major tasks that depend on prefrontal cortex integrity, such as the delayed-response test, the Wisconsin card sorting test, the Tower of London test and the Stroop test. For the more complex tasks, we have found it necessary to supplement the external reward input with a second mechanism that supplies an internal reward; it consists of an auto-evaluation loop which short-circuits the reward input from the exterior. This allows for an internal evaluation of covert motor intentions without actualizing them as behaviors, by simply testing them covertly by comparison with memorized former experiences. This element of architecture gives access to enhanced rates of learning via an elementary process of internal or covert mental simulation. We have recently applied these ideas to a new model, developed with M. Kerszberg, which hypothesizes that prefrontal cortex and its reward-related connections contribute crucially to conscious effortful tasks. This model distinguishes two main computational spaces within the human brain: a unique global workspace composed of distributed and heavily interconnected neurons with long-range axons, and a set of specialized and modular perceptual, motor, memory, evaluative and attentional processors. We postulate that workspace neurons are mobilized in effortful tasks for which the specialized processors do not suffice; they selectively mobilize or suppress, through descending connections, the contribution of specific processor neurons. In the course of task performance, workspace neurons become spontaneously co-activated, forming discrete though variable spatio-temporal patterns subject to modulation by vigilance signals and to selection by reward signals. A computer simulation of the Stroop task shows workspace activation to increase during acquisition of a novel task, effortful execution, and after errors. This model makes predictions concerning the spatio-temporal activation patterns during brain imaging of cognitive tasks, particularly concerning the conditions of activation of dorsolateral prefrontal cortex and anterior cingulate, their relation to reward mechanisms, and their specific reaction during error processing.

Animals↗
PubMed2003

What can we learn from animal models of focal hand dystonia?

Focal hand dystonia (FHd) is a disabling disorder of hand control characterized by a loss of inhibition and involuntary co-contractions of agonists and antagonists that can develop in motivated, productive individuals performing highly repetitive, intensive hand tasks. It is our hypothesis that FHd can result from aberrant learning. We summarize three behavioral animal models (Nancymae aotus owl monkeys and Sprague Dawley rats) that provide evidence supporting aberrant learning as one origin of FHd. Hand task behaviors that increase the risk for repetitive strain injury-FHd include: attended, precise, repetitive behaviors that involve near coincident inputs-outputs (e.g. rapid reversal of agonists-antagonists, stereotypical movements, stressful end range motions, cutaneous stimulation across broad surfaces). High force, vibration, congenital abnormalities, and stress can further increase the risk. The central consequences of aberrant learning include large sensory receptive fields (rfs), significant overlap of rfs across adjacent digits and across glabrous and dorsal surfaces, and the persistence of digital representations across a broad cortical distance (>600 microm). Behavioral animal models are valid for the study of FHd etiology and could logically be applied to study the effects of pharmaceutical, surgical, anatomical, and behavioral enrichment intervention strategies, but these models may have limitations in the study of the recovery of fine motor, articulated, interdigitated movements following progressive, learning based, complex sensorimotor training.

Animals↗
PubMed2000

Professional composition of community learning disability teams in Scotland: implications for service provision.

A survey of all trusts in Scotland who provided specialist services to people with learning disabilities was made with a response rate of 100%. An examination was made of the professional composition of the community learning disability teams and the population covered. A disparity was found across Scottish trusts in the professions represented in the community learning disability teams with some professions having no input. Nursing and Clinical Psychology were found to be the two professional groups with largest representation across Scotland and along with Speech and Language Therapy had representation in all of the Teams. A review of some of the factors which have impacted on the role and professional composition of these services is made and the implications discussed.

Community Health Services↗
PubMed2004

fMRI evidence of word frequency and strength effects during episodic memory encoding.

Word frequency (WF) and strength effects are two important phenomena associated with episodic memory. The former refers to the superior hit-rate (HR) for low (LF) compared to high frequency (HF) words in recognition memory, while the latter describes the incremental effect(s) upon HRs associated with repeating an item at study. Using the "subsequent memory" method with event-related fMRI, we tested the attention-at-encoding (AE) [M. Glanzer, J.K. Adams, The mirror effect in recognition memory: data and theory, J. Exp. Psychol.: Learn Mem. Cogn. 16 (1990) 5-16] explanation of the WF effect. In addition to investigating encoding strength, we addressed if study involves accessing prior representations of repeated items via the same mechanism as that at test [J.L. McClelland, M. Chappell, Familiarity breeds differentiation: a subjective-likelihood approach to the effects of experience in recognition memory, Psychol. Rev. 105 (1998) 724-760], entailing recollection [K.J. Malmberg, J.E. Holden, R.M. Shiffrin, Modeling the effects of repetitions, similarity, and normative word frequency on judgments of frequency and recognition memory, J. Exp. Psychol.: Learn Mem. Cogn. 30 (2004) 319-331] and whether less processing effort is entailed for encoding each repetition [M. Cary, L.M. Reder, A dual-process account of the list-length and strength-based mirror effects in recognition, J. Mem. Lang. 49 (2003) 231-248]. The increased BOLD responses observed in the left inferior prefrontal cortex (LIPC) for the WF effect provide support for an AE account. Less effort does appear to be required for encoding each repetition of an item, as reduced BOLD responses were observed in the LIPC and left lateral temporal cortex; both regions demonstrated increased responses in the conventional subsequent memory analysis. At test, a left lateral parietal BOLD response was observed for studied versus unstudied items, while only medial parietal activity was observed for repeated items at study, indicating that accessing prior representations at encoding does not necessarily occur via the same mechanism as that at test, and is unlikely to involve a conscious recall-like process such as recollection. This information may prove useful for constraining cognitive theories of episodic memory.

Adult↗
PubMed2000

Reversal learning deficit in a spatial task but not in a cued one after telencephalic ablation in goldfish.

The fish telencephalon seems to be involved in spatial learning and memory in a similar manner to the hippocampus of the land vertebrates. For instance, telencephalon ablated goldfish are impaired in the post-operative retention of a 'spatial constancy' task, which requires the use of mapping strategies, but not in a directly cued task in which responses are based in a guidance strategy. In this regard, previous experiments showed that intact goldfish trained in the spatial constancy task presented considerable behavioral flexibility, as they showed fast reversal learning, that is, they required less training compared with animals trained in the directly cued task and made a lower number of errors to master the reversal than in acquisition. The purpose of the present work was to investigate if the goldfish telencephalon is involved in the faster reversal learning of the animals trained in the spatial constancy task. Goldfish with bilateral telencephalic ablation, sham operated or intact, were trained in the spatial constancy task or in the directly cued task. Telencephalic ablation selectively impaired reversal learning in the animals trained in the spatial constancy procedure. Ablated animals in this procedure reversed more slowly than control animals. By contrast, telencephalic ablation did not produce any significant deficit during reversal in the animals trained in the directly cued task. These results provide additional evidence that the fish telencephalon, as the land vertebrate hippocampus, plays a crucial role in the use of flexible spatial representations.

Animals↗
PubMed2001

Activation of the left amygdala to a cognitive representation of fear.

We examined the neural substrates involved when subjects encountered an event linked verbally, but not experientially, to an aversive outcome. This instructed fear task models a primary way humans learn about the emotional nature of events. Subjects were told that one stimulus (threat) represents an aversive event (a shock may be given), whereas another (safe) represents safety (no shock will be given). Using functional magnetic resonance imaging (fMRI), activation of the left amygdala was observed in response to threat versus safe conditions, which correlated with the expression of the fear response as measured by skin conductance. Additional activation observed in the insular cortex is proposed to be involved in conveying a cortical representation of fear to the amygdala. These results suggest that the neural substrates that support conditioned fear across species have a similar but somewhat different role in more abstract representations of fear in humans.

Amygdala↗
PubMed2026

Reliability-aware hierarchical learning for Chagas disease screening from 12-lead ECGs: tackling label uncertainty and class imbalance.

Objective.Chagas disease, a neglected tropical disease (NTD) with significant cardiovascular impact, remains underdiagnosed in resource-limited regions. Electrocardiogram (ECG) screening offers a low-cost tool for detecting cardiac involvement, yet algorithm development is challenged by label noise, data scarcity, and the latent nature of infection. This study proposes a robust ECG-based screening framework that explicitly addresses these constraints.Approach.We introduce aReliability-Aware Hierarchical Learningstrategy that calibrates supervision according to data provenance, prioritizing serology-confirmed labels over noisy self-reports. To mitigate data scarcity, we compare a specialized convolutional neural network (CNN) trained from scratch with a transfer learning approach based on a Spatio-Temporal ECG foundation Model (FM). Performance is evaluated across varying data scales, and the representation structure is analyzed to interpret model behavior.Main results.On the official hidden test set of the George B. Moody PhysioNet/Computing in Cardiology Challenge 2025, our approach achieved a Challenge Score of 0.163. We observe that while the specialized CNN performs competitively in data-rich regimes, the FM exhibits superior robustness in extreme low-resource settings. Furthermore, performance reaches a plateau imposed by underlying disease physiology. Bimodal score distributions suggest that models distinguish established cardiomyopathy from indeterminate infection, which remains electrophysiologically indistinguishable from healthy controls.Significance.These findings clarify both the potential and intrinsic limits of ECG-based AI screening for NTD-associated cardiac involvement. Reliability-aware supervision and data-efficient transfer learning provide a practical framework toward scalable and clinically meaningful ECG screening systems in resource-constrained environments.

Humans↗
PubMed2002

Distinguishing prototype-based and exemplar-based processes in dot-pattern category learning.

The authors contrast exemplar-based and prototype-based processes in dot-pattern categorization. In Experiments 1A and 1B, participants provided similarity ratings of dot-distortion pairs that were distortions of the same originating prototype. The results show that comparisons to training exemplars surrounding the prototype create flat typicality gradients within a category and small prototype-enhancement effects, whereas comparisons to a prototype center create steep typicality gradients within a category and large prototype-enhancement effects. Thus, prototype and exemplar theories make different predictions regarding common versions of the dot-distortion task. Experiment 2 tested these different predictions by having participants learn dot-pattern categories. The steep typicality gradients, the large prototype effects, and the superior fit of prototype models suggest that participants refer to-be-categorized items to a representation near the category's center (the prototype), and not to the training exemplars that surround the prototype.

Attention↗
PubMed1976

Mental transformations and visual comparison processes: effects of complexity and similarity.

Subjects were required to discriminate previously learned "standard" versions of angular shapes from randomly perturbed "distractor" versions that varied in similarity to the standard. Advance information concerning the identity and the orientation of the test form was provided. Subjects were instructed to prepare for the presentation of the test form by mentally rotating an internal representation of the designated standard form (identity cue) into the designated orientation. The time needed to prepare for the presentation of the test form increased linearly with the angular departure of the indicated orientation from a previously learned position. This finding suggests that, in accordance with instructions, subjects performed a mental rotation in preparing for the upcoming test shape. Rate of preparation was not affected by the complexity of the standard form presented as the identity cue. DIscriminative departure of the test form presented as the identity cue. Discriminative reaction time was not affected by either test-form complexity or angular departure of the test form from the learned orientation. In addition, striking individual differences in the pattern of discriminative reaction times were found. The implications of these results for (a) the nature of the processes and representations underlying the mental rotation task and (b) the nature of visual comparison processes are discussed.

Cognition↗
PubMed1984

Paired-associate learning and priming effects in amnesia: a neuropsychological study.

Despite severe deficits of recall and recognition, amnesic patients can exhibit normal priming effects. Amnesic patients have also been reported to perform well on tests of paired-associate learning that involve related word pairs (e.g., table-chair). The present study investigated the role of priming effects in paired-associate learning. Experiment 1 illustrated the distinction between the memory impairment of amnesic patients and their intact priming ability. Amnesic patients were markedly deficient in learning unrelated word pairs, despite exhibiting normal priming as measured by a word-completion test involving the same words. In Experiment 2A, amnesic patients showed good paired-associate learning for related word pairs, though control subjects still performed significantly better. In addition, the good performance by amnesic patients was short-lived, and performance fell to baseline after a 2-hr delay. Control subjects performed well above baseline at all delay conditions. Experiment 2B showed that the forgetting of related word pairs by amnesic patients followed the same time course as the decay of word priming. Experiment 3 showed that amnesic patients were as good as control subjects at learning related word pairs when incidental learning and test procedures were used (a word-association test). The advantage of control subjects over amnesic patients in Experiments 2A and 2B could therefore be attributed to the explicit learning instructions that are standard in paired-associate tests. Finally, Experiment 4 showed that amnesic patients exhibited normal priming when they were asked to "free associate" to words (e.g., child) that were semantically related to previously presented words (e.g., baby). The results indicate that both priming effects and paired-associate learning of related word pairs depend on activation, a process that is preserved in amnesia. Activation can account for the findings of good performance by amnesic patients on tests of word priming (Experiments 1 and 2B), related paired associates (Experiments 2A and 2B), and word association (Experiments 3 and 4). Activation is a transient phenomenon presumed to operate on and facilitate access to preexisting representations. Control subjects can establish new associations and can strengthen preexisting associations by engaging processes that are impaired in amnesia. As a result, when explicit learning instructions are used to test paired-associate learning of related word pairs, control subjects can learn better and can remember longer than can amnesic patients (Experiments 2A and 2B).(ABSTRACT TRUNCATED AT 400 WORDS)

Alcohol Amnestic Disorder↗
PubMed2002

Object-based representations facilitate memory for inhibitory processes.

Previous work has shown that in a sequential cueing task, inhibition of the return of attention (IOR) can be observed for up to four or five loci. We have argued that the inhibition processes mediating IOR are associated with object-based representations, and it is object-based representations that are maintained in memory. Experiments presented here show that, compared with standard conditions in which a number of identical grey squares are cued, cueing empty locations tends to reduce the memory for prior inhibitory processes; while cueing objects which are distinctive in colour and shape tends to increase memory for inhibition. Converging with other recent findings, we conclude that memory for the inhibitory processes of attention facilitates visual search and that this memory is dependent on object-based representations.

Attention↗
PubMed1995

Spatial characteristics of thematic role representation.

Humans use language to describe actions by mapping the thematic roles of agent (doer of actions) and patient (recipient of actions) on the grammatical categories of subject and object. The extent to which thematic roles can be conceptualized independent of language is not known. If nonlinguistic conceptualization of thematic roles is possible, then representation of these roles would evidence nonlinguistic characteristics. Motivated by observations in an aphasic man, we wished to learn if thematic roles are conceptualized spatially. Normally subjects were asked to draw stick figures depicting the thematic roles of agent and patient. They demonstrated a systematic spatial bias in locating agents to the left of where they located patients. This bias, somewhat mitigated by ordering effects of motor output and auditory input, was brought into clearest focus when subjects depicted thematic roles in a context stripped of surface sentential form. These data imply that, in their nascent form, the thematic roles of agent and patient are spatially represented prior to being projected on grammar.

Adult↗
PubMed2002

Bilingualism, brain injury, and recovery: implications for understanding the bilingual and for therapy.

Psychologists and other therapists are seeing an increasingly large number of bilingual individuals. Such clients are a special challenge when there has been some type of brain injury or disease because of the seemingly unpredictable effect such disorders may have on language skills, impacting either or both of the client's languages and interfering with internal speech that plays a role in higher cognitive functions such as insight and awareness. While there are many clinical assumptions about which language will show the least impairment or recover the best, such suppositions based on clinical lore are often contradictory. A review of the literature finds that the outcome of brain injury may be influenced by factors such as cerebral representation of a secondary language, method of language acquisition, age of acquisition, premorbid language proficiency, and style of learning in an individual. Neuropsychological concepts that can explain these findings are examined, along with their implications for therapy, and rehabilitation.

Aphasia↗