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Recognizing sequences of sequences

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…

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English / 01/01/2009

Reinforcement learning or active inference?

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…

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English / 01/01/2009

Dynamic causal modelling of distributed electromagnetic responses

In this note, we describe a variant of dynamic causal modelling for evoked responses as measured with electroencephalography or magnetoencephalography (EEG and MEG). We depart from equivalent current dipole formulations of DCM, and extend it to provide spatiotemporal source estimates that are spatially distributed. The spatial model is based upon neural-field equations that model…

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English / 01/01/2009

Population dynamics under the Laplace assumption

In this paper, we describe a generic approach to modelling dynamics in neuronal populations. This approach models a full density on the states of neuronal populations but finesses this high-dimensional problem by re-formulating density dynamics in terms of ordinary differential equations on the sufficient statistics of the densities considered (c.f., the method of moments). The…

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English / 01/01/2009

MRI of cellular layers in mouse brain in vivo

Noninvasive imaging of the brain of animal models demands the detection of increasingly smaller structures by in vivo MRI. The purpose of this work was to elucidate the spatial resolution and structural contrast that can be obtained for studying the brain of C57BL/6J mice by optimized T2-weighted fast spin-echo MRI at 9.4 T. As a prerequisite for high-resolution imaging in vivo,…

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English / 01/01/2009

Functional connectivity

Functional neuroimaging techniques are used widely in cognitive neuroscience to investigate aspects of functional specialization and functional integration in the human brain. Functional integration can be characterized in two ways – functional connectivity and effective connectivity. Whereas functional connectivity describes statistical dependencies between data, effective…

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English / 01/01/2009

To react or not? Technology shocks, fiscal policy and welfare in the EU-3

This paper develops a DSGE model to examine the quantitative macroeconomic implications of counter-cyclical fiscal policy for France, Germany and the UK. The model incorporates real wage rigidity and consumption habits, as the particular market failures justifying policy intervention. We subject the model to productivity shocks and allow policy instruments to react to the output gap…

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English / 01/01/2009

Technological change and the wealth of nations

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…

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English / 01/01/2009

Rule rather than exception: Brüning's fear of devaluation in comparative perspective

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…

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English / 01/01/2009

Myopic loss aversion revisited

In this paper we reexamine several experimental papers on myopic loss aversion by analyzing individual rather than aggregate choice patterns. We find that the behavior of the majority of subjects is inconsistent with the hypothesis of myopic loss aversion.

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English / 01/01/2009

Beyond greed and grievance: feasibility and civil war

A key distinction among theories of civil war is between those that are built upon motivation and those that are built upon feasibility. We analyze a comprehensive global sample of civil wars for the period 1965-2004 and subject the results to a range of robustness tests. The data constitute a substantial advance on previous work. We find that variables that are close proxies for…

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English / 01/01/2009

Child labour: is international activism the solution or the problem?

Through actions like product boycotts or imposing international labour standards, governments and consumer groups in rich countries put pressure on poor countries to discourage the use of child labour. But the child-labour problem in developing countries shows no sign of abating. Our research suggests that international activism may be partially to blame, because it can thwart…

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English / 01/01/2009

Switzerland in the European Research Area: Integration Without Legislation

From the point of view of modes of governance and constellations of interdependence, EU research policy offers ideal conditions for the flexible inclusion of non-member states: it is based on transgovernmental coordination through policy networks rather than supranational legislation, it follows scientific rather than political imperatives, and cooperation is in the interest of both…

Institution partenaire

Université de Genève

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English / 01/01/2009

The External Governance of EU Internal Security

This article analyses the modes of governance through which the EU seeks to ensure the European Neighbourhood Policy (ENP) countries’ participation in the realization of its internal security project. Although the EU, given the strong interde- pendence in these ‘soft security’ issues, has strong incentives to govern by conditionality in order to ensure the ENP countries’ compliance,…

Institution partenaire

Université de Genève

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English / 01/01/2009

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