S J Kiebel, K von Kriegstein, Jean Daunizeau, K J Friston, Recognizing sequences of sequences, PLoS Computational Biology, Vol. 5 (8), 2009. (Journal Article)
The brain's decoding of fast sensory streams is currently impossible to emulate, even approximately, with artificial agents. For example, robust speech recognition is relatively easy for humans but exceptionally difficult for artificial speech recognition systems. In this paper, we propose that recognition can be simplified with an internal model of how sensory input is generated, when formulated in a Bayesian framework. We show that a plausible candidate for an internal or generative model is a hierarchy of 'stable heteroclinic channels'. This model describes continuous dynamics in the environment as a hierarchy of sequences, where slower sequences cause faster sequences. Under this model, online recognition corresponds to the dynamic decoding of causal sequences, giving a representation of the environment with predictive power on several timescales. We illustrate the ensuing decoding or recognition scheme using synthetic sequences of syllables, where syllables are sequences of phonemes and phonemes are sequences of sound-wave modulations. By presenting anomalous stimuli, we find that the resulting recognition dynamics disclose inference at multiple time scales and are reminiscent of neuronal dynamics seen in the real brain. |
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K J Friston, Jean Daunizeau, S J Kiebel, Reinforcement learning or active inference?, PLoS ONE, Vol. 4 (7), 2009. (Journal Article)
This paper questions the need for reinforcement learning or control theory when optimising behaviour. We show that it is fairly simple to teach an agent complicated and adaptive behaviours using a free-energy formulation of perception. In this formulation, agents adjust their internal states and sampling of the environment to minimize their free-energy. Such agents learn causal structure in the environment and sample it in an adaptive and self-supervised fashion. This results in behavioural policies that reproduce those optimised by reinforcement learning and dynamic programming. Critically, we do not need to invoke the notion of reward, value or utility. We illustrate these points by solving a benchmark problem in dynamic programming; namely the mountain-car problem, using active perception or inference under the free-energy principle. The ensuing proof-of-concept may be important because the free-energy formulation furnishes a unified account of both action and perception and may speak to a reappraisal of the role of dopamine in the brain. |
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M I Garrido, J M Kilner, S J Kiebel, Klaas Enno Stephan, T Baldeweg, K J Friston, Repetition suppression and plasticity in the human brain, NeuroImage, Vol. 48 (1), 2009. (Journal Article)
The suppression of neuronal responses to a repeated event is a ubiquitous phenomenon in neuroscience. However, the underlying mechanisms remain largely unexplored. The aim of this study was to examine the temporal evolution of experience-dependent changes in connectivity induced by repeated stimuli. We recorded event-related potentials (ERPs) during frequency changes of a repeating tone. Bayesian inversion of dynamic causal models (DCM) of ERPs revealed systematic repetition-dependent changes in both intrinsic and extrinsic connections, within a hierarchical cortical network. Critically, these changes occurred very quickly, over inter-stimulus intervals that implicate short-term synaptic plasticity. Furthermore, intrinsic (within-source) connections showed biphasic changes that were much faster than changes in extrinsic (between-source) connections, which decreased monotonically with repetition. This study shows that auditory perceptual learning is associated with repetition-dependent plasticity in the human brain. It is remarkable that distinct changes in intrinsic and extrinsic connections could be quantified so reliably and non-invasively using EEG. |
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Jan Boone, Roy Chen, Jacob Goeree, Angelo Polydoro, Risky procurement with an insider bidder, Experimental Economics, Vol. 12 (4), 2009. (Journal Article)
Procurement auctions carry substantial risk when the value of the project is highly uncertain and known only to insiders. This paper reports the results from a series of experiments comparing the performance of three auction formats in such complex and risky settings. In the experiment, every bidder knows the private value for the project but only a single insider bidder knows the common-value part. In addition to the standard second-price and English auctions we test the “qualifying auction,” a two-stage format commonly used in the sale of complex and risky assets. The qualifying auction has a fully “revealing” equilibrium that implements the revenue-maximizing outcome but it also has an uninformative “babbling” equilibrium in which bidders place arbitrarily high bids in the first stage. In the experiments, the latter equilibrium has more drawing power, which causes the qualifying auction to perform worse than the English auction and only slightly better than a sealed-bid second-price auction. Compared to the two other formats, the English auction is roughly 40% more efficient, yields 50% more revenues, avoids windfall profits for the insider, while protecting uninformed bidders from losses. |
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Tobias Straumann, Rule rather than exception: Brüning's fear of devaluation in comparative perspective, Journal of Contemporary History, Vol. 44 (4), 2009. (Journal Article)
For decades, historians have debated why Germany’s Chancellor Heinrich Brüning resorted to policies worsening the economic crisis in the early 1930s. Some scholars, first and foremost Knut Borchardt, have argued that for various reasons the Chancellor had no choice but to depress the economy. In particular, Borchardt has pointed out that Brüning was reluctant to devalue the currency because he feared a return of hyperinflation. Borchardt’s critics, by contrast, have rejected this argument on the grounds that Brüning’s fear of devaluation was not shared by all German policy-makers and the public in general. This article tries to make a contribution to this debate by assessing Brüning’s fear of devaluation from a comparative perspective. Narrative evidence from Britain, the Netherlands, the Scandinavian countries and Switzerland strongly suggests that Borchardt’s argument is well grounded. Across Europe, politicians and central bankers, as well as business and union leaders, were convinced that devaluation would lead to inflation and do more harm than good. The evidence also shows that, because of this widespread fear of inflation, not a single European country deliberately devalued its currency in the 1930s. |
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Peter Zweifel, Boris Krey, Sandro Schirillo, Russian gas to western Europe: a game-theoretic analysis, Journal of Energy Markets, Vol. 2 (4), 2009. (Journal Article)
Since the fall of the Soviet Union it has been necessary for Russia to form a coalition with at least one of the transit countries Belarus and Ukraine in order to be able to ship gas to western Europe. This paper models the gas transit game using a cooperative module to determine the bargaining power of the three countries. The bargaining power is dependent on the coalition that is achieved. In the non-cooperative module, the three countries involved decide whether or not to cooperate, with Russia using side payments to induce cooperation. On the basis of published demand and cost estimates, the predicted Nash equilibrium is the cooperative one resulting in the grand coalition. Predicted gas quantities correspond quite closely to actual 2004 and forecast 2010 and 2030 figures. The completion of the North Transgas pipeline will benefit Russia, to the detriment of the others, particularly Ukraine. |
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J J Geng, Christian Ruff, J Driver, Saccades to a remembered location elicit spatially specific activation in human retinotopic visual cortex, Journal of Cognitive Neuroscience, Vol. 21 (2), 2009. (Journal Article)
The possible impact upon human visual cortex from saccades to remembered target locations was investigated using functional magnetic resonance imaging (fMRI). A specific location in the upper-right or upper-left visual quadrant served as the saccadic target. After a delay of 2,400 msec, an auditory signal indicated whether to execute a saccade to that location (go trial) or to cancel the saccade and remain centrally fixated (no-go). Group fMRI analysis revealed activation specific to the remembered target location for executed saccades, in the contralateral lingual gyrus. No-go trials produced similar, albeit significantly reduced, effects. Individual retinotopic mapping confirmed that on go trials, quadrant-specific activations arose in those parts of ventral V1, V2, and V3 that coded the target location for the saccade, whereas on no-go trials, only the corresponding parts of V2 and V3 were significantly activated. These results indicate that a spatial-motor saccadic task (i.e., making an eye movement to a remembered location) is sufficient to activate retinotopic visual cortex spatially corresponding to the target location, and that this activation is also present (though reduced) when no saccade is executed. We discuss the implications of finding that saccades to remembered locations can affect early visual cortex, not just those structures conventionally associated with eye movements, in relation to recent ideas about attention, spatial working memory, and the notion that recently activated representations can be "refreshed" when needed. |
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Markus Kreienbühl, Schweizer Lebensversicherung - von der Risiko-Transformation zur Risiko-Intermediation : Beiträge zur Erfassung, Bewertung und Verbriefung des Renten-Langleberisikos in einer Lebensversicherung, University of Zurich, Faculty of Economics, Business Administration and Information Technology, 2009. (Dissertation)
Die Schweizer Lebensversicherer sehen sich in der Folge der demografischen Entwicklung, des tiefen Zinsniveaus und der Liberalisierung der Versicherungsmärkte mit neuen Herausforderungen konfrontiert. Stark von dieser Entwicklung betroffen, ist das Rentengeschäft. Aufgrund der steigenden Lebenserwartung und der tiefen nominalen Zinssätze sind in den letzten Jahre die Umwandlungssätze für neue Renten laufend gesunken, und bei den laufenden Renten mussten die Lebensversicherer zu Lasten der aktiven Versicherten regelmässig Nachreservierungen vornehmen, um den erwarteten Verpflichtungen gerecht zu werden. Es stellt sich die Frage, ob dies auch künftig ohne weiteres möglich sein wird, denn die Gerechtigkeit der Lastenverteilung zwischen den Generationen wird damit zunehmend strapaziert. Erschwerend kommt hinzu, dass auf dem Lebensversicherungsmarkt in der Folge des gestiegenen Wettbewerbdrucks die Marktnachfrage vermehrt den Preis für die Risikoübernahme bestimmt. Damit verlieren die auf Sicherheit basierenden Prämienkalkulationsprinzipien zunehmend an Bedeutung, während die sinkenden Margen auf die Rentabilität dieses Geschäftes drücken. Im vorliegenden Dissertationsprojekt wird die Möglichkeit untersucht, wie durch einen Paradigmawechsel in Richtung Risiko-Intermediation das Langleberisikos einer Lebensversicherung mit Vorteil an den Kapitalmarkt zediert werden kann. Besprochen werden insbesondere die Erfassung, die Bewertung und die Verbriefung des Langlebe- und Zinsrisikos aus dem Rentengeschäft einer Lebensversicherung. |
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T Singer, S Leiberg, Sharing the emotions of others: The neural bases of empathy, In: The Cognitive Neurosciences, MIT Press, Cambridge, MA, p. 971 - 984, 2009. (Book Chapter)
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Bruno Frey, Alois Stutzer, Should national happiness be maximized?, In: Happiness, economics and politics. Towards a multi-disciplinary approach, Edward Elgar, Cheltenham, UK, p. 301 - 323, 2009. (Book Chapter)
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Beat Hotz-Hart, Small and medium-sized enterprises: the promotion of R&D and innovation behaviour in Switzerland, In: The new economics of technology policy, Elgar, Cheltenham, p. 272 - 280, 2009. (Book Chapter)
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A Muller, Sufficiency – does energy consumption become a moral issue?, In: Act! Innovate! Deliver! Reducing energy demand sustainably, ECEEE, Stockholm, p. 83 - 90, 2009. (Book Chapter)
Reducing the externalities from energy use is crucial for sustainability. There are basically four ways to reduce
externalities from energy use: increasing technical efficiency (“energy input per unit energy service”), increasing economic efficiency (“internalising external costs”), using “clean” energy sources with few externalities, or sufficiency (“identifying ‘optimal’ energy service levels”). A combination of those strategies is most promising for sustainable energy systems. However, the debate on sustainable energy is dominated by efficiency and clean energy strategies, while sufficiency plays a minor role. Efficiency and clean energy face several problems, though. Thus,the current debate should be complemented with a critical discussion of sufficiency.
In this paper, I develop a concept of sufficiency, which is adequate for liberal societies. I focus on ethical foundations for sufficiency, as the discussion of such is missing or cursory only in the existing literature. I first show that many examples of sufficiency can be understood as (economic) efficiency, but that the two concepts do not
coincide. I then show that sufficiency based on moralization of actions can be understood as implementation of the boundary conditions for social justice that come with notions of liberal societies, in particular the duty not to harm other people. By this, to increase sufficiency becomes a duty beyond individual taste. I further illustrate this in the context of the adverse effects of climate change as externalities from energy use. |
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A Muller, Sufficiency – does energy consumption become a moral issue?, IOP Conference Series: Earth and Environmental Science (EES), Vol. 6 (6), 2009. (Journal Article)
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Gino Gancia, Fabrizio Zilibotti, Technological change and the wealth of nations, Annual Review of Economics, Vol. 1 (1), 2009. (Journal Article)
We discuss a unified theory of directed technological change and technology adoption that can shed light on the causes of persistent productivity differences across countries. In our model, new technologies are designed in advanced countries and diffuse endogenously to less developed countries. Our framework is rich enough to highlight three broad reasons for productivity differences: inappropriate technologies, policy-induced barriers to technology adoption, and within-country misallocations across sectors due to policy distortions. We also discuss the effects of two aspects of globalization, trade in goods and migration, on the wealth of nations through their impact on the direction of technical progress. By doing so, we illustrate some of the equalizing and unequalizing forces of globalization. |
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Margrit Müller, The case of US companies in Switzerland, In: American firms in Europe. Strategy, identity, perception and performance (1880-1980), Droz, Genève, p. 105 - 128, 2009. (Book Chapter)
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Christine Benesch, The economics of television consumption, University of Zurich, Faculty of Economics, Business Administration and Information Technology, 2009. (Dissertation)
Watching television is a widespread activity that takes up a large amount of leisure time in many people’s lives. Television and other mass media play a leading role in transmitting information to voters and in shaping their political attitudes. This contrasts with the paucity of economic research on television consumption. This dissertation presents a comprehensive economic analysis of television consumption and empirically investigates the determinants of TV viewing and its effects on individual well-being and behavior. In Chapter 2, the theoretical foundation is laid out, and television consumption is integrated into a modern economic framework that goes beyond standard rational choice theory. Additionally, the determinants of TV consumption are investigated at individual as well as at institutional levels. Chapters 3 and 4 provide empirical investigations into the consequences of television consumption. The results reveal beneficial as well as unfavorable impacts of TV consumption. Chapter 3 provides evidence that some individuals, due to television’s immediate gratification at low immediate marginal costs, are induced to spend more time consuming TV than they would actually prefer, and their utility is thus reduced. Long hours of TV consumption are associated with lower life satisfaction. The negative effects are especially strong among people with high opportunity costs of time and in countries with a large number of TV channels. Chapter 4 conveys that television consumption also serves an important informational need, especially for people not attracted by more cognitively demanding media, such as newspapers. When local TV is available, people with low and intermediate education consume more news and increase participation in elections in Switzerland. The importance of television is furthermore established by its effects on election campaigns: when local TV is available, political parties react to its presence by putting up more candidates in the highly visible Council of States elections. Chapter 5 presents the conclusions.
Zusammenfassung
Fernsehkonsum ist eine weit verbreitete Aktivität, die einen Grossteil der Freizeit vieler Leute einnimmt. Fernsehen und andere Massenmedien spielen auch eine wichtige Rolle um Wähler zu informieren und ihre Meinungsbildung zu unterstützen. Dennoch gibt es bisher kaum ökonomische Forschung zu Fernsehkonsum. Diese Dissertation unternimmt eine umfassende ökonomische Analyse von Fernsehkonsum und untersucht empirisch seine Determinanten und seine Auswirkungen auf individuelles Verhalten und Wohlbefinden. Kapitel 2 legt das theoretische Fundament und integriert Fernsehkonsum in ein modernes ökonomisches Framework, das über die Standardtheorie und den Rationalansatz hinausgeht. Des Weiteren werden die Determinanten von Fernsehkonsum auf individueller und institutioneller Ebene untersucht. In Kapitel 3 und 4 werden die Auswirkungen von Fernsehkonsum empirisch analysiert. Die Resultate weisen sowohl nutzbringende als auch nachteilige Folgen nach. Kapitel 3 zeigt auf, dass der unmittelbare Konsumgenuss des Fernsehens bei gleichzeitig geringen marginalen Kosten einige Leute dazu verleitet, mehr Zeit vor dem Fernseher zu verbringen, als sie eigentlich möchten und deshalb ihr Nutzen verringert wird. Viel vor dem Fernseher verbrachte Zeit ist mit geringer Lebenszufriedenheit verbunden. Leute mit hohen Zeitopportunitätskosten und Leute in Ländern mit einer grossen Auswahl an Fernsehsendern sind vermehrt von diesen negativen Effekten betroffen. Kapitel 4 legt dar, dass Fernsehen auch eine wichtige Informationsfunktion wahrnimmt, und dies hauptsächlich für Personen, welche kognitiv anspruchsvollere Medien weniger attraktiv finden. Wenn in der Schweiz Zugang zu lokalen Fernsehsendern besteht, so schauen Leute mit niedrigerer und mittlerer Bildung öfter Nachrichten und nehmen vermehrt an Wahlen teil. Die Wichtigkeit des Fernsehens zeigt sich auch darin, dass die Politiker auf seine Präsenz reagieren und die Parteien mehr Ständeratskandidaten aufstellen wenn es lokale Fernsehsender gibt. Kapitel 5 legt die Schlussfolgerungen dar. |
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Christoph Eisenegger, The modulation of human brain function to study decision making, University of Zurich, Faculty of Economics, Business Administration and Information Technology, 2009. (Dissertation)
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T Singer, C Lamm, The social neuroscience of empathy, Annals of the New York Academy of Sciences, Vol. 1156, 2009. (Journal Article)
The phenomenon of empathy entails the ability to share the affective experiences of others. In recent years social neuroscience made considerable progress in revealing the mechanisms that enable a person to feel what another is feeling. The present review provides an in-depth and critical discussion of these findings. Consistent evidence shows that sharing the emotions of others is associated with activation in neural structures that are also active during the first-hand experience of that emotion. Part of the neural activation shared between self- and other-related experiences seems to be rather automatically activated. However, recent studies also show that empathy is a highly flexible phenomenon, and that vicarious responses are malleable with respect to a number of factors--such as contextual appraisal, the interpersonal relationship between empathizer and other, or the perspective adopted during observation of the other. Future investigations are needed to provide more detailed insights into these factors and their neural underpinnings. Questions such as whether individual differences in empathy can be explained by stable personality traits, whether we can train ourselves to be more empathic, and how empathy relates to prosocial behavior are of utmost relevance for both science and society. |
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Y-H Chen, J Dammers, F Boers, S Leiberg, J C Edgar, T P L Roberts, K Mathiak, The temporal dynamics of insula activity to disgust and happy facial expressions: a magnetoencephalography study, NeuroImage, Vol. 47 (4), 2009. (Journal Article)
The insula has consistently been shown to be involved in processing stimuli that evoke the emotional response of disgust. Recently, its specificity for processing disgust has been challenged and a broader role of the insula in the representation of interoceptive information has been suggested. Studying the temporal dynamics of insula activation during emotional processing can contribute valuable information pertaining to this issue. Few studies have addressed the insula's putative specificity to disgust and the dynamics of its underlying neural processes. In the present study, neuromagnetic responses of 13 subjects performing an emotional continuous performance task (CPT) to faces with disgust, happy, and neutral expressions were obtained. Magnetic field tomography extracted the time course of bilateral insula activities. Right insula activation was stronger to disgust and happy than neutral facial expressions at about 200 ms after stimulus onset. Later only at about 350 ms after stimulus onset the right insula was activated stronger to disgust than happy facial expressions. Thus, the early right insula response reflects activation to emotionally arousing stimuli regardless of valence, and the later right insula response differentiates disgust from happy facial expressions. Behavioral performance but not the insula activity differed between 100 ms and 1000 ms presentation conditions. Present findings support the notion that the insula is involved in the representation of interoceptive information. |
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Bruno Frey, Simon Luechinger, Tourismus und Terrorismus aus ökonomischer Sicht, Zeitschrift für Tourismuswissenschaft, Vol. 1 (1), 2009. (Journal Article)
This article reviews the economic literature on the economic and social costs of terrorism with a special emphasis on the consequences on the tourism industry. Several studies find a negative and economically important effect of terrorism on tourism demand. The studies also highlight dif-ferences in the consequences of different types of terror attacks, causality, the temporal patterns of the impact as well as interdependencies between different countries’ tourism industries and their terrorist campaigns. Further, the paper briefly discusses studies on the consequences on foreign direct investment, consumption, savings and investment, international trade, overall eco-nomic development and on subjective life satisfaction. |
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