Modeling habits as self-sustaining patterns of sensorimotor behavior

In the recent history of psychology and cognitive neuroscience, the notion of habit has been reduced to a stimulus-triggered response probability correlation. In this paper we use a computational model to present an alternative theoretical view (with some philosophical implications), where habits are seen as self-maintaining patterns of behavior that share properties in common with self-maintaining biological processes, and that inhabit a complex ecological context, including the presence and influence of other habits. Far from mechanical automatisms, this organismic and self-organizing concept of habit can overcome the dominating atomistic and statistical conceptions, and the high temporal resolution effects of situatedness, embodiment and sensorimotor loops emerge as playing a more central, subtle and complex role in the organization of behavior. The model is based on a novel "iterant deformable sensorimotor medium (IDSM)," designed such that trajectories taken through sensorimotor-space increase the likelihood that in the future, similar trajectories will be taken. We couple the IDSM to sensors and motors of a simulated robot, and show that under certain conditions, the IDSM conditions, the IDSM forms self-maintaining patterns of activity that operate across the IDSM, the robot's body, and the environment. We present various environments and the resulting habits that form in them. The model acts as an abstraction of habits at a much needed sensorimotor "meso-scale" between microscopic neuron-based models and macroscopic descriptions of behavior. Finally, we discuss how this model and extensions of it can help us understand aspects of behavioral self-organization, historicity and autonomy that remain out of the scope of contemporary representationalist frameworks.

Employment comovements at the sectoral level over the business cycle

This paper extends the technique suggested by den Haan (2000) to investigate contemporaneous as well as lead and lag correlations among economic data for a range of forecast horizons. The technique provides a richer picture of the economic dynamics generating the data and allows one to investigate which variables lead or lag others and whether the lead or lag pattern is short term or long term in nature. The technique is applied to monthly sectoral level employment data for the U.S. and shows that among the ten industrial sectors followed by the U.S. Bureau of Labor Statistics, six tend to lead the other four. These six have high correlations indicating that the structural shocks generating the data movements are mostly in common. Among the four lagging industries, some lag by longer intervals than others and some have low correlations with the leading industries indicating that these industries are partially influenced by structural shocks beyond those generating the six leading industries.

Las iglesias prefeudales en Alava: cronotipología y articulación espacial

[ES]El artículo constituye un avance de un proyecto de investigación en curso sobre las iglesias alavesas anteriores a los siglos XII-XIII,invisibles hasta la fecha a una metodología tradicionalmente de base analógica y formal. Se efectúa una nueva propuesta de análisis experimentada ya en la catedral de Santa María de Vitoria-Gasteiz y que se articula de la manera siguiente: 1. Lettura veloce de los principales momentos constructivos de los templos seleccionados con el objeto de individualizar estratigráficamente la fase o fases anteriores al periodo «románico». 2. Individualización y registro de las variables técnicas y formales más representativas de esta primera fase constructiva en cada una de las iglesias objeto de estudio. 3. Identificación numérica de las variables seleccionadas. 4. Creación de una tabla analítica que recoja la presencia o ausencia de estas variables en cada uno de los edificios a estudiar. 5. Agrupamiento de los edificios que comparten variables entre sí. 6. Transformación de las asociaciones tecnotipológicas en tablas cronotipológicas, es decir, en indicadores cronológicos. Resultado de todo ello ha sido la individualización de seis grupos de iglesias que se articulan diacrónicamente entre los siglos IX y XII. A modo de conclusión se avanzan, finalmente, algunas consideraciones interpretativas sobre la naturaleza de estos templos de época prefeudal.

Linking Reduced Deforestation and a Global Carbon Market: Impacts on Costs, Financial Flows, and Technological Innovation

25 p.

The DICER Model: Methodological Issues and Initial Results

31 p.

Estudio del vertedero de RSU de acuerdo con la nueva normativa comunitaria en relación con el vertido de materia orgánica

[ES]Mediante este documento se pretende analizar el estado de la gestión de la fracción biodegradable de los residuos urbanos atendiendo a la normativa vigente. Ese estudio se complementa con el desarrollo teórico de los tratamientos a los que se puede destinar así como ciertas aplicaciones numéricas. De esta manera, se busca establecer unas bases que posibiliten en un futuro profundizar en la temática y obtener diseños aplicables en el ámbito real.

Solutions for New Terrestrial Broadcasting Systems Offering Simultaneously Stationary and Mobile Services

221 p.