Generative Oscillation - A Cognitive Model for the Emergence of Language
Research Material for a discontinued PhD
DRAFT COPY ONLY
NOT READY FOR PRINT PUBLICATION
The GO model proposes a co-generative view of the emergence of language. Most conventional linguistics models conceive... more The GO model proposes a co-generative view of the emergence of language. Most conventional linguistics models conceive of language as a representational system of symbols which refer to events, either mental or external to the organism. This representational function is said to motivate the linguistic system and (depending upon the linguistic model) largely control its form. The GO (Generative Oscillation) model proposed here recognizes the representational role of language. However it notes that as the mental linguistic system itself becomes efficiently organized, it creates an internal logic and drive of its own. To some extent this internally motivated linguistic system is conceived to override the external motivation to represent another reality. Since the internal linguistic system is dynamic and generative, it may give rise to linguistic output which seems strange in an inter-human communicative context (or even within the reflective mind of the creator). Thus while the external communicative context can become a constraint on unmotivated non-representational "internal language", it might not eliminate it. The Generative Oscillation model proposes that actual language production is an oscillating compromise between the representational function of language and the mental "language bot" itself (i.e. an internal self-organizing system) which is generating language strings just because that is what language language bots do. As far as I know, the Generative Oscillation Model, or anything like it, had not been suggested before in linguistics at the time of writing. Some conventional linguists may find it a bit "off the wall".
Didattiche digitali. Come evolve l’apprendimento in ambiente multitasking?
in: il manifesto, 24.5.2012
Con parole semplici e chiare: perché occorre impegnarsi nella discussione su scuola e digitale, e ritenere che la... more
Con parole semplici e chiare: perché occorre impegnarsi nella discussione su scuola e digitale, e ritenere che la questione tocchi l’intera collettività, non solo il mondo dell’educazione? La prima buona ragione è questa: manca buona informazione, informazione indipendente, informazione qualificata e riflessiva…
L’introduzione di tablets e lavagne digitali può dischiudere potenzialità rilevanti all’apprendimento e alla partecipazione… Iniziative sul piano della didattica digitale sono avviate da università prestigiose e prontamente rilanciate dai media… Non è tuttavia chiaro se simili iniziative siano ad oggi più rilevanti sul piano educativo o su quello economico.
Non ci risulta che il dibattito su temi così importanti sia vivace e partecipato in Italia, almeno non tanto quanto forse dovrebbe; a tratti ci appare perfino opaco, e come condizionato da pressioni strumentali. L’euforia mediatica che da mesi accompagna le iniziative (o le semplici dichiarazioni) ministeriali pro-introduzione di dispositivi digitali nella scuola secondaria sembra orientata alla “debolezza, anzi la stupidità della mentalità stile ‘la tecnologia ci salverà’ che ha pervaso gli anni Novanta” (citiamo Richard Florida). Un preoccupante deficit di empatia sembra per di più caratterizzare le retoriche dell’”innovazione” digitale, e imporre un singolare mix di rifiuto della vulnerabilità e calloso ottimismo patriarcale.
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Seen by:Electrophysiological Correlates of Complement Coercion
Kuperberg, GR., Choi, A., Cohn, N., Paczynski M., Jackendoff, R. (2010) Journal of Cognitive Neuroscience. 22(12), 2685-2701.
This study examined the electrophysiological correlates of complement coercion. ERPs were measured as participants... more This study examined the electrophysiological correlates of complement coercion. ERPs were measured as participants read and made acceptability judgments about plausible coerced sentences, plausible noncoerced sentences, and highly implausible animacy-violated sentences (“The journalist began/wrote/ astonished the article before his coffee break”). Relative to non- coerced complement nouns, the coerced nouns evoked an N400 effect. This effect was not modulated by the number of possible activities implied by the coerced nouns (e.g., began reading the article; began writing the article) and did not differ either in magnitude or scalp distribution from the N400 effect evoked by the animacy-violated complement nouns. We suggest that the N400modulation to both coerced and animacy-violated complement nouns reflected different types of mismatches between the semantic restrictions of the verb and the semantic properties of the incoming complement noun. This is consistent with models holding that a verbʼs semantic argument structure is represented and stored at a distinct level from its syntactic argument structure. Unlike the coerced complement noun, the animacy-violated nouns also evoked a robust P600 effect, which may have been triggered by the judgments of the highly implausible (syntactically determined) meanings of the animacy-violated propositions. No additional ERP effects were seen in the coerced sentences until the sentence-final word that, relative to sentence-final words in the noncoerced sentences, evoked a sustained anteriorly distributed positivity. We suggest that this effect reflected delayed attempts to retrieve the specific event(s) implied by coerced complement nouns.
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Seen by:Establishing Causal Coherence across Sentences: An ERP Study
Kuperberg, G.R., Paczynski, M., and Ditman, T. (2011) Journal of Cognitive Neuroscience. 23(5), 1230–1246
This study examined neural activity associated with establishing causal relationships across sentences during on-line... more This study examined neural activity associated with establishing causal relationships across sentences during on-line comprehension. ERPs were measured while participants read and judged the relatedness of three-sentence scenarios in which the final sentence was highly causally related, intermediately related, and causally unrelated to its context. Lexico-semantic co-occurrence was matched across the three conditions using a Latent Semantic Analysis. Critical words in causally unrelated scenarios evoked a larger N400 than words in both highly causally related and intermediately related scenarios, regardless of whether they appeared before or at the sentence-final position. At midline sites, the N400 to intermediately related sentence-final words was attenuated to the same degree as to highly causally related words, but otherwise the N400 to intermediately related words fell in between that evoked by highly causally related and intermediately related words. No modulation of the late positivity/P600 component was observed across conditions. These results indicate that both simple and complex causal inferences can influence the earliest stages of semantically processing an incoming word. Further, they suggest that causal coherence, at the situation level, can influence incremental word-by-word discourse comprehension, even when semantic relationships between individual words are matched.
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Seen by:(Pea)nuts and bolts of visual narratives: Structure and meaning in sequential image comprehension.
Cohn, N., Paczynski, M., Jackendoff, R., Holcomb, P., and Kuperberg G. (2012) Cognitive Psychology, 65, 1–38
Just as syntax differentiates coherent sentences from scrambled word strings, the comprehension of sequential images... more Just as syntax differentiates coherent sentences from scrambled word strings, the comprehension of sequential images must also use a cognitive system to distinguish coherent narrative sequences from random strings of images. We conducted experiments analo- gous to two classic studies of language processing to examine the contributions of narrative structure and semantic relatedness to processing sequential images. We compared four types of comic strips: (1) Normal sequences with both structure and meaning, (2) Semantic Only sequences (in which the panels were related to a common semantic theme, but had no narrative structure), (3) Structural Only sequences (narrative structure but no semantic relatedness), and (4) Scrambled sequences of randomly-ordered panels. In Experiment 1, participants monitored for target panels in sequences presented panel-by-panel. Reaction times were slowest to panels in Scrambled sequences, intermediate in both Structural Only and Semantic Only sequences, and fastest in Normal sequences. This suggests that both semantic relatedness and narrative structure offer advantages to processing. Experiment 2 measured ERPs to all panels across the whole sequence. The N300/N400 was largest to panels in both the Scrambled and Structural Only sequences, inter- mediate in Semantic Only sequences and smallest in the Normal sequences. This implies that a combination of narrative structure and semantic relatedness can facilitate semantic processing of upcoming panels (as reflected by the N300/N400). Also, panels in the Scrambled sequences evoked a larger left-lateralized anterior negativity than panels in the Structural Only sequences. This local- ized effect was distinct from the N300/N400, and appeared despite the fact that these two sequence types were matched on local semantic relatedness between individual panels. These findings suggest that sequential image comprehension uses a narrative structure that may be independent of semantic relatedness. Altogether, we argue that the comprehension of visual narrative is guided by an interaction between structure and meaning.
Electrophysiological Evidence for Use of the Animacy Hierarchy, but not Thematic Role Assignment, During Verb Argument Processing
Paczynski, M., Kuperberg, G. (2011), Language and Cognitive Processes, 26 (9), 1402-1456
Animacy is known to play an important role in language processing and production, but debate remains as to how it... more Animacy is known to play an important role in language processing and production, but debate remains as to how it exerts its effects: (1) through links to syntactic ordering, (2) through inherent differences between animate and inanimate entities in their salience/lexico-semantic accessibility, and (3) through links to specific thematic roles. We contrasted these three accounts in two event-related potential (ERP) experiments examining the processing of direct object arguments in simple English sentences. In Experiment 1, we found a larger N400 to animate than inanimate direct object arguments assigned the Patient role, ruling out the second account. In Experiment 2, we found no difference in the N400 evoked by animate direct object arguments assigned the Patient role (prototypically inanimate) and those assigned the Experiencer role (prototypically animate), ruling out the third account. We therefore suggest that animacy may impact processing through a direct link to syntactic linear ordering, at least on postverbal arguments in English. We also exam- ined processing on direct object arguments that violated the animacy-based selection-restriction constraints of their preceding verbs. These violations evoked a robust P600, which was not modulated by thematic role assignment or reversibility, suggesting that the so-called semantic P600 is driven by overall propositional impossibility, rather than thematic role reanalysis
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Seen by:(Pea)nuts and bolts of visual narrative: Structure and meaning in sequential image comprehension
by Neil Cohn
Co-authored with Martin Paczynski, Ray Jackendoff, Phillip Holcomb, and Gina Kuperberg
Just as syntax differentiates coherent sentences from scrambled word strings, the comprehension of sequential images... more Just as syntax differentiates coherent sentences from scrambled word strings, the comprehension of sequential images must also use a cognitive system to distinguish coherent narrative sequences from random strings of images. We conducted experiments analogous to two classic studies of language processing to examine the contributions of narrative structure and semantic relatedness to processing sequential images. We compared four types of comic strips: (1) Normal sequences with both structure and meaning, (2) Semantic Only sequences (in which the panels were related to a common semantic theme, but had no narrative structure), (3) Structural Only sequences (narrative structure but no semantic relatedness), and (4) Scrambled sequences of randomly-ordered panels. In Experiment 1, participants monitored for target panels in sequences presented panel-by-panel. Reaction times were slowest to panels in Scrambled sequences, intermediate in both Structural Only and Semantic Only sequences, and fastest in Normal sequences. This suggests that both semantic relatedness and narrative structure offer advantages to processing. Experiment 2 measured ERPs to all panels across the whole sequence. The N300/N400 was largest to panels in both the Scrambled and Structural Only sequences, intermediate in Semantic Only sequences and smallest in the Normal sequences. This implies that a combination of narrative structure and semantic relatedness can facilitate semantic processing of upcoming panels (as reflected by the N300/N400). Also, panels in the Scrambled sequences evoked a larger left-lateralized anterior negativity than panels in the Structural Only sequences. This localized effect was distinct from the N300/N400, and appeared despite the fact that these two sequence types were matched on local semantic relatedness between individual panels. These findings suggest that sequential image comprehension uses a narrative structure that may be independent of semantic relatedness. Altogether, we argue that the comprehension of visual narrative is guided by an interaction between structure and meaning.
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Seen by:Luque D., López, F. J., Marco-Pallares, J., Càmara, E. & Rodríguez-Fornells, A. (2012). Feedback-related brain potential activity complies with basic assumptions of associative learning theory. Journal of Cognitive Neuroscience, 24, 794-808.
First demonstration of a (Kamin) blocking effect in the feedback-related negativity (FRN).
ABSTRACT. Feedback-related negativity (FRN) is an event-related potential (ERP) component that distinguishes positive... more ABSTRACT. Feedback-related negativity (FRN) is an event-related potential (ERP) component that distinguishes positive from negative feedback. FRN has been hypothesized to be the product of an error signal that may be used to adjust future behavior. In addition, associative learning models assume that the trial-to-trial learning of cue-outcome mappings involves the minimization of an error term. The present study evaluated whether FRN is a possible electrophysiological correlate of this error term in a predictive learning task where human subjects were asked to learn different cue-outcome relationships. Specifically, we evaluated the sensitivity of the FRN to the course of learning when different stimuli interact or compete to become a predictor of certain outcomes. Importantly, some of these cues were blocked by more informative or predictive cues (i.e., the blocking effect). Interestingly, the present results show that both learning and blocking affect the amplitude of the FRN component. Furthermore, independent analyses of positive and negative feedback event-related signals showed that the learning effect was restricted to the ERP component elicited by positive feedback. The blocking test showed differences in the FRN magnitude between a predictive and a blocked cue. Overall, the present results show that ERPs that are related to feedback processing correspond to the main predictions of associative learning models.
Engineering love
by Brian Earp
Savulescu, J. and Sandberg, A. (2012). Love machine: Engineering lifelong romance. New Scientist, 2864, 28-29.
Essay partially adapted from Earp, B. D., Sandberg, A., and Savulescu, J. (2012). Natural selection, childrearing, and the ethics of marriage (and divorce): Building a case for the neuroenhancement of human relationships. Philosophy & Technology, forthcoming [see "profile" box in article].
Available at the New Scientist website: http://www.newscientist.com/article/mg21428646.200-love-machine-engine
New Scientist BIG IDEA section, May 2012.
With break-up and divorce a major part of modern life, it looks... more
New Scientist BIG IDEA section, May 2012.
With break-up and divorce a major part of modern life, it looks like we may be outliving our inborn capacity to love. But there could be a way to outwit evolution and make love last.
Also available at New Scientist: http://www.newscientist.com/article/mg21428646.200-love-machine-engineering-lifelong-romance.html.
The fallacy of a “task-negative” network
Spreng, R.N. (2012). The fallacy of a “task-negative” network. Frontiers in Psychology, 3:145.
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Seen by:Action anticipation beyond the action observation network: a functional magnetic resonance imaging study in expert basketball players
Published in ‘European Journal of Neuroscience’ (featured in the cover)
The ability to predict the actions of others is quintessential for effective social interactions, particularly in... more
The ability to predict the actions of others is quintessential for effective social interactions, particularly in competitive contexts (e.g. in sport) when knowledge about upcoming movements allows anticipating rather than reacting to opponents. Studies suggest that we predict what others are doing by using our own motor system as an internal forward model and that the fronto-parietal action observation network (AON) is fundamental for this ability. However, multiple-duty cells dealing with action perception and execution have been found in a variety of cortical regions. Here we used functional magnetic resonance imaging to explore, in expert basketball athletes and novices, whether the ability to make early predictions about the fate of sport-specific actions (i.e. free throws) is underpinned by neural regions beyond the classical AON. We found that, although involved in action prediction, the fronto-parietal AON was similarly activated in novices and experts. Importantly, athletes exhibited relatively greater activity in the extrastriate body
area during the prediction task, probably due to their expert reading of the observed action kinematics. Moreover, experts exhibited higher activation in the bilateral inferior frontal gyrus and in the right anterior insular cortex when producing errors, suggesting that they might become aware of their own errors. Correct action prediction induced higher posterior insular cortex activity in experts and higher orbito-frontal activity in novices, suggesting that body awareness is important for performance monitoring in experts, whereas novices rely more on higher-order decision-making strategies. This functional reorganization highlights the tight relationship between action anticipation, error awareness and motor expertise leading to body-related processing and differences in decision-making processes.
You Are Not Your Brain: Against "Teaching to the Brain"
Published in the *International Handbook of Academic Research and Teaching: Proceedings of Intellectbase International Consortium*, vol 22, Spring 2012, San Antonio, TX, USA, 298-306.
Since educators are always looking for ways to improve their practice, and since empirical science is now accepted in... more Since educators are always looking for ways to improve their practice, and since empirical science is now accepted in our worldview as the final arbiter of truth, it is no surprise they have been lured toward cognitive neuroscience in hopes that discovering how the brain learns will provide a nutshell explanation for student learning in general. I argue that identifying the person with the brain is scientism (not science), that the brain is not the person, and that it is the person who learns. In fact the brain only responds to the learning of embodied experience within the extra-neural network of intersubjective communications. Learning is a dynamic, cultural activity, not a neural program. Brain-based learning is unnecessary for educators and may be dangerous in that a culturally narrow ontology is taken for granted, thus restricting our creativity and imagination, and narrowing the human community.
116 views
Seen by: and 28 moreHow does attention training work in social phobia: Disengagement from threat or re-engagement to non-threat?
Heeren, A., Lievens, L., & Philippot, P. (2011). How does attention training work in social phobia: Disengagement from threat or reengagement to non-threat? Journal of Anxiety Disorders, 25, 1108-1115.
Adolescent impulsivity phenotypes characterized by distinct brain networks
Nature Neuroscience. doi:10.1038/nn.3092
Robert Whelan, Patricia J Conrod, Jean-Baptiste Poline, Anbarasu Lourdusamy, Tobias Banaschewski, Gareth J Barker, Mark A Bellgrove, Christian Büchel, Mark Byrne, Tarrant D R Cummins, Mira Fauth-Bühler, Herta Flor, Jürgen Gallinat, Andreas Heinz, Bernd Ittermann, Karl Mann, Jean-Luc Martinot, Edmund C Lalor, Mark Lathrop, Eva Loth, Frauke Nees, Tomas Paus, Marcella Rietschel, Michael N Smolka, Rainer Spanagel, David N Stephens, Maren Struve, Benjamin Thyreau, Sabine Vollstaedt-Klein, Trevor W Robbins, Gunter Schumann, Hugh Garavan & the IMAGEN Consortium
The impulsive behavior that is often characteristic of adolescence may reflect underlying neurodevelopmental... more The impulsive behavior that is often characteristic of adolescence may reflect underlying neurodevelopmental processes. Moreover, impulsivity is a multi-dimensional construct, and it is plausible that distinct brain networks contribute to its different cognitive, clinical and behavioral aspects. As these networks have not yet been described, we identified distinct cortical and subcortical networks underlying successful inhibitions and inhibition failures in a large sample (n = 1,896) of 14-year-old adolescents. Different networks were associated with drug use (n = 1,593) and attention-deficit hyperactivity disorder symptoms (n = 342). Hypofunctioning of a specific orbitofrontal cortical network was associated with likelihood of initiating drug use in early adolescence. Right inferior frontal activity was related to the speed of the inhibition process (n = 826) and use of illegal substances and associated with genetic variation in a norepinephrine transporter gene (n = 819). Our results indicate that both neural endophenotypes and genetic variation give rise to the various manifestations of impulsive behavior.
