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I am interested in the role that elementary learning pro... behavior. It turns out that many such learning processes... that is, they occur without intention and without result... verbalizable knowledge. Thus it appears that many things...
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I am interested in the role that elementary learning processes play in behavior. It turns out that many such learning processes are implicit, that is, they occur without intention and without resulting in verbalizable knowledge. Thus it appears that many things we learn about, such as language, are learnt without concomitant awareness of the relevant information. The main thrust of my research in this controversial domain consists of formulating computationally explicit theories of the learning mechanisms involved in different tasks and of exploring the theories' implications empirically. For a number of principled reasons (see downlodable paper Principles for Implicit Learning), the connectionist framework appears best suited to capture many aspects of human implicit learning performance, and hence that is the framework that I work with. Much of my work makes use of recurrent connectionist networks as theoretical models and of a sequential choice reaction time learning task as the experimental paradigm of choice.
To get an overall feel for my perspective on these issues, read
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<p class="small"> I am interested in the role that elementary learning processes play in behavior. It turns out that many such learning processes are implicit, that is, they occur without intention and without resulting in verbalizable knowledge. Thus it appears that many things we learn about, such as language, are learnt without concomitant awareness of the relevant information. The main thrust of my research in this controversial domain consists of formulating computationally explicit theories of the learning mechanisms involved in different tasks and of exploring the theories' implications empirically. For a number of principled reasons (see downlodable paper <a href="papers/96-principles.html">Principles for Implicit Learning</a>), the connectionist framework appears best suited to capture many aspects of human implicit learning performance, and hence that is the framework that I work with. Much of my work makes use of recurrent connectionist networks as theoretical models and of a sequential choice reaction time learning task as the experimental paradigm of choice. </p> <p class="small"> To get an overall feel for my perspective on these issues, read <a href="papers/pdf/01-AXCLJ.pdf"></a></p> |
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