Abstract
The "top-down" and "bottom-up" approaches have been thought to exhaust the possibilities for doing cognitive neuroscience. We argue that neither approach is likely to succeed in providing a theory that enables us to understand how cognition is achieved in biological creatures like ourselves. We consider a promising third way of doing cognitive neuroscience, what might be called the "neural dynamic systems" approach, that construes cognitive neuroscience as an autonomous explanatory endeavor, aiming to characterize in its own terms the states and processes responsible for brain-based cognition. We sketch the basic motivation for the approach, describe a particular version of the approach, so-called 'Dynamic Causal Modeling' (DCM), and consider a concrete example of DCM. This third way, we argue, has the potential to avoid the problems that afflict the other two approaches.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 377-391 |
| Number of pages | 15 |
| Journal | Synthese |
| Volume | 153 |
| Issue number | 3 |
| DOIs | |
| State | Published - Dec 2006 |
All Science Journal Classification (ASJC) codes
- Philosophy
- General Social Sciences
Keywords
- Bottom-up approach to neuroscience
- Dynamic causal modeling
- Neural connectivity
- Neural dynamic systems
- Neural structural-functional relations
- Neuroscientific cognitive modelling
- Top-down approach to neuroscience
Fingerprint
Dive into the research topics of 'Doing cognitive neuroscience: A third way'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver