290 research outputs found
Change blindness: eradication of gestalt strategies
Arrays of eight, texture-defined rectangles were used as stimuli in a one-shot change blindness (CB) task where there was a 50% chance that one rectangle would change orientation between two successive presentations separated by an interval. CB was eliminated by cueing the target rectangle in the first stimulus, reduced by cueing in the interval and unaffected by cueing in the second presentation. This supports the idea that a representation was formed that persisted through the interval before being 'overwritten' by the second presentation (Landman et al, 2003 Vision Research 43149–164]. Another possibility is that participants used some kind of grouping or Gestalt strategy. To test this we changed the spatial position of the rectangles in the second presentation by shifting them along imaginary spokes (by ±1 degree) emanating from the central fixation point. There was no significant difference seen in performance between this and the standard task [F(1,4)=2.565, p=0.185]. This may suggest two things: (i) Gestalt grouping is not used as a strategy in these tasks, and (ii) it gives further weight to the argument that objects may be stored and retrieved from a pre-attentional store during this task
Character Recognition
Character recognition is one of the pattern recognition technologies that are most widely used in practical applications. This book presents recent advances that are relevant to character recognition, from technical topics such as image processing, feature extraction or classification, to new applications including human-computer interfaces. The goal of this book is to provide a reference source for academic research and for professionals working in the character recognition field
Convergence of biological and psychological perspectives on cognitive coordination in schizophrenia
The concept of locally specialized functions dominates research on higher brain function and its disorders. Locally specialized functions must be complemented by processes that coordinate those functions, however, and impairment of coordinating processes may be central to some psychotic conditions. Evidence for processes that coordinate activity is provided by neurobiological and psychological studies of contextual disambiguation and dynamic grouping. Mechanisms by which this important class of cognitive functions could be achieved include those long-range connections within and between cortical regions that activate synaptic channels via NMDA-receptors, and which control gain through their voltage-dependent mode of operation. An impairment of these mechanisms is central to PCP-psychosis, and the cognitive capabilities that they could provide are impaired in some forms of schizophrenia. We conclude that impaired cognitive coordination due to reduced ion flow through NMDA-channels is involved in schizophrenia, and we suggest that it may also be involved in other disorders. This perspective suggests several ways in which further research could enhance our understanding of cognitive coordination, its neural basis, and its relevance to psychopathology
Affective Computing
This book provides an overview of state of the art research in Affective Computing. It presents new ideas, original results and practical experiences in this increasingly important research field. The book consists of 23 chapters categorized into four sections. Since one of the most important means of human communication is facial expression, the first section of this book (Chapters 1 to 7) presents a research on synthesis and recognition of facial expressions. Given that we not only use the face but also body movements to express ourselves, in the second section (Chapters 8 to 11) we present a research on perception and generation of emotional expressions by using full-body motions. The third section of the book (Chapters 12 to 16) presents computational models on emotion, as well as findings from neuroscience research. In the last section of the book (Chapters 17 to 22) we present applications related to affective computing
How sketches work: a cognitive theory for improved system design
Evidence is presented that in the early stages of design or composition the
mental processes used by artists for visual invention require a different type of
support from those used for visualising a nearly complete object. Most research
into machine visualisation has as its goal the production of realistic images which
simulate the light pattern presented to the retina by real objects. In contrast sketch
attributes preserve the results of cognitive processing which can be used
interactively to amplify visual thought. The traditional attributes of sketches
include many types of indeterminacy which may reflect the artist's need to be
"vague".
Drawing on contemporary theories of visual cognition and neuroscience this
study discusses in detail the evidence for the following functions which are better
served by rough sketches than by the very realistic imagery favoured in machine
visualising systems.
1. Sketches are intermediate representational types which facilitate the
mental translation between descriptive and depictive modes of representing visual
thought.
2. Sketch attributes exploit automatic processes of perceptual retrieval and
object recognition to improve the availability of tacit knowledge for visual
invention.
3. Sketches are percept-image hybrids. The incomplete physical attributes
of sketches elicit and stabilise a stream of super-imposed mental images which
amplify inventive thought.
4. By segregating and isolating meaningful components of visual
experience, sketches may assist the user to attend selectively to a limited part of a
visual task, freeing otherwise over-loaded cognitive resources for visual thought.
5. Sequences of sketches and sketching acts support the short term episodic
memory for cognitive actions. This assists creativity, providing voluntary control
over highly practised mental processes which can otherwise become stereotyped.
An attempt is made to unite the five hypothetical functions. Drawing on the
Baddeley and Hitch model of working memory, it is speculated that the five
functions may be related to a limited capacity monitoring mechanism which makes
tacit visual knowledge explicitly available for conscious control and manipulation.
It is suggested that the resources available to the human brain for imagining nonexistent
objects are a cultural adaptation of visual mechanisms which evolved in
early hominids for responding to confusing or incomplete stimuli from immediately
present objects and events. Sketches are cultural inventions which artificially
mimic aspects of such stimuli in order to capture these shared resources for the
different purpose of imagining objects which do not yet exist.
Finally the implications of the theory for the design of improved machine
systems is discussed. The untidy attributes of traditional sketches are revealed to
include cultural inventions which serve subtle cognitive functions. However
traditional media have many short-comings which it should be possible to correct
with new technology. Existing machine systems for sketching tend to imitate nonselectively
the media bound properties of sketches without regard to the functions
they serve. This may prove to be a mistake. It is concluded that new system
designs are needed in which meaningfully structured data and specialised imagery
amplify without interference or replacement the impressive but limited creative
resources of the visual brain
Autism, new music technologies and cognition
Thesis (S.M.)--Massachusetts Institute of Technology, School of Architecture and Planning, Program in Media Arts and Sciences, 2006.Page 108 blank.Includes bibliographical references (p. 99-107).Central coherence accounts of autism have shown dysfunction in the processing of local versus global information that may be the source of symptoms in social behavior, communication and repetitive behavior. An application was developed to measure cognitive abilities in central coherence tasks as part of a music composition task. The application was evaluated in collaboration with the Spotlight Program, an interdisciplinary social pragmatics program for children with Asperger's syndrome. This research indicates that it is possible to embed cognitive measure as part of a novel music application. Implications for current treatment interventions, and longitudinal experimentation designs are presented.by Adam Boulanger.S.M
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Neurocognitive implications of diabetes on dementia as measured by an extensive neuropsychological battery.
Diabetes is a disease with a deleterious pathology that currently impacts 4.5 million individuals within the United States. This study examined the ability of a specific neuropsychological battery to identify and classify dementia type, investigated the impact of diabetes on cognition and analyzed the ability of the memory measures of the 7 Minute Screen (7MS) and the Rey-Osterrieth Recall to correctly categorize dementia type when not used in combination with a full battery. The battery in addition to exhaustive patient history, medical chart review and pertinent tests were used in initial diagnosis. Results indicated the battery was sufficient in the identification and classification of dementia type. Within the sample, diabetes did not appear to significantly impact overall battery results whereby only two measures were minimally affected by diabetes. Finally, the memory measures of the 7MS and the Rey-Osterrieth Recall were sufficient to predict membership into the Alzheimer's (AD) and vascular dementia (VD) groups with 86.4% accuracy. The classification percentage dropped to 68.3% with addition of the mild cognitive impairment category. The full battery correctly classified AD and VD dementia 87.5% and appeared to be the most robust
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