What distinguishes good explanations in neuroscience from bad? Carl F. Craver constructs and defends standards for evaluating neuroscientific explanations that are grounded in a systematic view of what neuroscientific explanations are: descriptions of multilevel mechanisms. In developing this approach, he draws on a wide range of examples in the history of neuroscience (e.g. Hodgkin and Huxley's model of the action potential and LTP as a putative explanation for different kinds of memory), as well as recent philosophical work on the nature (...) of scientific explanation. Readers in neuroscience, psychology, the philosophy of mind, and the philosophy of science will find much to provoke and stimulate them in this book. (shrink)
The concept of mechanism is analyzed in terms of entities and activities, organized such that they are productive of regular changes. Examples show how mechanisms work in neurobiology and molecular biology. Thinking in terms of mechanisms provides a new framework for addressing many traditional philosophical issues: causality, laws, explanation, reduction, and scientific change.
We sketch a framework for building a unified science of cognition. This unification is achieved by showing how functional analyses of cognitive capacities can be integrated with the multilevel mechanistic explanations of neural systems. The core idea is that functional analyses are sketches of mechanisms , in which some structural aspects of a mechanistic explanation are omitted. Once the missing aspects are filled in, a functional analysis turns into a full-blown mechanistic explanation. By this process, functional analyses are seamlessly integrated (...) with multilevel mechanistic explanations. (shrink)
Not all models are explanatory. Some models are data summaries. Some models sketch explanations but leave crucial details unspecified or hidden behind filler terms. Some models are used to conjecture a how-possibly explanation without regard to whether it is a how-actually explanation. I use the Hodgkin and Huxley model of the action potential to illustrate these ways that models can be useful without explaining. I then use the subsequent development of the explanation of the action potential to show what is (...) required of an adequate mechanistic model. Mechanistic models are explanatory. (shrink)
We argue that intelligible appeals to interlevel causes (top-down and bottom-up) can be understood, without remainder, as appeals to mechanistically mediated effects. Mechanistically mediated effects are hybrids of causal and constitutive relations, where the causal relations are exclusively intralevel. The idea of causation would have to stretch to the breaking point to accommodate interlevel causes. The notion of a mechanistically mediated effect is preferable because it can do all of the required work without appealing to mysterious interlevel causes. When interlevel (...) causes can be translated into mechanistically mediated effects, the posited relationship is intelligible and should raise no special philosophical objections. When they cannot, they are suspect. (shrink)
It is common to defend the Homeostatic Property Cluster ( HPC ) view as a third way between conventionalism and essentialism about natural kinds ( Boyd , 1989, 1991, 1997, 1999; Griffiths , 1997, 1999; Keil , 2003; Kornblith , 1993; Wilson , 1999, 2005; Wilson , Barker , & Brigandt , forthcoming ). According to the HPC view, property clusters are not merely conventionally clustered together; the co-occurrence of properties in the cluster is sustained by a similarity generating ( (...) or homeostatic ) mechanism . I argue that conventional elements are involved partly but ineliminably in deciding which mechanisms define kinds , for deciding when two mechanisms are mechanisms of the same type, and for deciding where one particular mechanism ends and another begins. This intrusion of conventional perspective into the idea of a mechanism raises doubts as to whether the HPC view is sufficiently free of conventional elements to serve as an objective arbiter in scientific disputes about what the kinds of the special sciences should be. (shrink)
For the greater part of the last 50 years, it has been common for philosophers of mind and cognitive scientists to invoke the notion of realization in discussing the relationship between the mind and the brain. In traditional philosophy of mind, mental states are said to be realized, instantiated, or implemented in brain states. Artificial intelligence is sometimes described as the attempt either to model or to actually construct systems that realize some of the same psychological abilities that we and (...) other living creatures possess. The claim that specific psychological. (shrink)
Hodgkin and Huxley’s model of the action potential is an apparent dream case of covering‐law explanation in biology. The model includes laws of physics and chemistry that, coupled with details about antecedent and background conditions, can be used to derive features of the action potential. Hodgkin and Huxley insist that their model is not an explanation. This suggests either that subsuming a phenomenon under physical laws is insufficient to explain it or that Hodgkin and Huxley were wrong. I defend Hodgkin (...) and Huxley against Weber’s heteronomy thesis and argue that explanations are descriptions of mechanisms. †To contact the author, please write to: Department of Philosophy, Philosophy‐Neuroscience‐Psychology Program, Washington University in St. Louis, One Brookings Drive, Wilson Hall, St. Louis, MO 63130; e‐mail: ccraver@artsci.wustl.edu. (shrink)
Many areas of science develop by discovering mechanisms and role functions. Cummins' (1975) analysis of role functions-according to which an item's role function is a capacity of that item that appears in an analytic explanation of the capacity of some containing system-captures one important sense of "function" in the biological sciences and elsewhere. Here I synthesize Cummins' account with recent work on mechanisms and causal/mechanical explanation. The synthesis produces an analysis of specifically mechanistic role functions, one that uses the characteristic (...) active, spatial, temporal, and hierarchical organization of mechanisms to add precision and content to Cummins' original suggestion. This synthesis also shows why the discovery of role functions is a scientific achievement. Discovering a role function (i) contributes to the interlevel integration of multilevel mechanisms, and (ii) provides a unique, contextual variety of causal/mechanical explanation. (shrink)
In Minds, Brains, and Norms , Pardo and Patterson deny that the activities of persons (knowledge, rule-following, interpretation) can be understood exclusively in terms of the brain, and thus conclude that neuroscience is irrelevant to the law, and to the conceptual and philosophical questions that arise in legal contexts. On their view, such appeals to neuroscience are an exercise in nonsense. We agree that understanding persons requires more than understanding brains, but we deny their pessimistic conclusion. Whether neuroscience can be (...) used to address legal issues is an empirical question. Recent work on locked-in syndrome, memory, and lying suggests that neuroscience has potential relevance to the law, and is far from nonsensical. Through discussion of neuroscientific methods and these recent results we show how an understanding of the subpersonal mechanisms that underlie person-level abilities could serve as a valuable and illuminating source of evidence in legal and social contexts. In so doing, we sketch the way forward for a no-nonsense approach to the intersection of law and neuroscience. (shrink)
Long-Term Potentiation (LTP) is a kind of synaptic plasticity that many contemporary neuroscientists believe is a component in mechanisms of memory. This essay describes the discovery of LTP and the development of the LTP research program. The story begins in the 1950's with the discovery of synaptic plasticity in the hippocampus (a medial temporal lobe structure now associated with memory), and it ends in 1973 with the publication of three papers sketching the future course of the LTP research program. The (...) making of LTP was a protracted affair. Hippocampal synaptic plasticity was initially encountered as an experimental tool, then reported as a curiosity, and finally included in the ontic store of the neurosciences. Early researchers were not investigating the hippocampus in search of a memory mechanism; rather, they saw the hippocampus as a useful experimental model or as a structure implicated in the etiology of epilepsy. The link between hippocampal synaptic plasticity and learning or memory was a separate conceptual achievement. That link was formulated in at least three different ways at different times: reductively (claiming that plasticity is identical to learning), analogically (claiming that plasticity is an example or model of learning), and mechanistically (claiming that plasticity is a component in learning or memory mechanisms). The hypothesized link with learning or memory, coupled with developments in experimental techniques and preparations, shaped how researchers understood LTP itself. By 1973, the mechanistic formulation of the link between LTP and memory provided an abstract framework around which findings from multiple perspectives could be integrated into a multifield research program. (shrink)
Hodgkin and Huxley’s 1952 model of the action potential is an apparent dream case of covering-law explanation. The model appeals to general laws of physics and chemistry (specifically, Ohm’s law and the Nernst equation), and the laws, coupled with details about antecedent and background conditions, entail many of the significant properties of the action potential. However, Hodgkin and Huxley insist that their model falls short of an explanation. This historical fact suggests either that there is more to explaining the action (...) potential than subsuming it under a general laws or that Hodgkin and Huxley were wrong about the explanatory import of their model. In this paper, I defend Hodgkin and Huxley’s view that their model alone does not explain the action potential (contra Weber 2005). I argue further that neuroscientists lacked crucial explanatory details about the action potential until they could describe the molecular and ionic mechanisms by virtue of which their model holds (see Bogen 2005). Mathematical generalizations are important epistemic tools for assessing mechanistic explanations, but they are neither necessary nor sufficient for adequate explanations, even at the lowest levels of organization where biological phenomena are integrated with physics and chemistry. (shrink)
In what sense are the activities and properties of components in a mechanism explanatorily relevant to the behavior of a mechanism as a whole? I articulate this problem, the problem of constitutive relevance, and I show that it must be solved if we are to understand mechanisms and mechanistic explanation. I argue against some putative solutions to the problem of constitutive relevance, and I sketch a positive account according to which relevance is analyzed in terms ofrelationships of mutual manipulability between (...) the behavior of a mechanism as a whole and the properties and activities of its components. My account is a causal-mechanical account in the sense that it is a particular expression of the idea that constitutive explanation is a matter of showing how an explanandum phenomenon is situated within the causal structure of the world. It is thus offered as a rival to epistemic (argument-centered) and psychological accounts of interlevel explanation. (shrink)
It is a common assumption in contemporary cognitive neuroscience that discovering a putative realized kind to be dissociably realized (i.e., to be realized in each instance by two or more distinct realizers) mandates splitting that kind. Here I explore some limits on this inference using two deceptively similar examples: the dissociation of declarative and procedural memory and Ramachandran's argument that the self is an illusion.
In Minds, Brains, and Norms , Pardo and Patterson deny that the activities of persons (knowledge, rule-following, interpretation) can be understood exclusively in terms of the brain, and thus conclude that neuroscience is irrelevant to the law, and to the conceptual and philosophical questions that arise in legal contexts. On their view, such appeals to neuroscience are an exercise in nonsense. We agree that understanding persons requires more than understanding brains, but we deny their pessimistic conclusion. Whether neuroscience can be (...) used to address legal issues is an empirical question. Recent work on locked-in syndrome, memory, and lying suggests that neuroscience has potential relevance to the law, and is far from nonsensical. Through discussion of neuroscientific methods and these recent results we show how an understanding of the subpersonal mechanisms that underlie person-level abilities could serve as a valuable and illuminating source of evidence in legal and social contexts. In so doing, we sketch the way forward for a no-nonsense approach to the intersection of law and neuroscience. (shrink)
The mind's arrows , by Clark Glymour, combines several of the author's previous essays on causal inference. Glymour deploys causal Bayes nets (CBNs) to provide a descriptive psychological model of human causal inference and a prescriptive model for making inferences in cognitive neuropsychology and the social sciences. Though The mind's arrows is highly original and provocative, its labyrinthine organization and technical style render it inaccessible to the uninitiated. Here we attempt to distill, package and dress some of Glymour's more interesting (...) theses. We note that the psychological model is developed with minimal attention to evidence concerning human causal inference and that his prescriptive models fail to do justice either to the many sources of evidence in cognitive neuropsychology or to the serious challenges of making causal inferences in the social sciences. Considerable work remains to be done to complete Glymour's ambitious projects and to clearly communicate them to others. (shrink)
This article draws on the results of a qualitative, exploratory study of 20 Australian women business owners to demonstrate how using a ‹gender as social identity’ lens provides new insights into the influence of gender on exporting and entrepreneurial behaviour. Interview data reveal perceptions of gender identity and gender relations varied and influenced the interpretations which women business owners placed on their exporting activities. Women in the study used different terms to describe exporter and entrepreneurial characteristics to those found in (...) extant literature. A strong theme was exporting as a life-changing experience that allowed the women to grow personally as well as grow the business and succeed as exporters. (shrink)
The “Perky effect” is the interference of visual imagery with vision. Studies of this effect show that visual imagery has more than symbolic properties, but these properties differ both spatially (including “pictorially”) and temporally from those of vision. We therefore reject both the literal picture-in-the-head view and the entirely symbolic view.
Carl Craver’s recent book offers an account of the explanatory and theoretical structure of neuroscience. It depicts it as centered around the idea of achieving mechanistic understanding, i.e., obtaining knowledge of how a set of underlying components interacts to produce a given function of the brain. Its core account of mechanistic explanation and relevance is causal-manipulationist in spirit, and offers substantial insight into casual explanation in brain science and the associated notion of levels of explanation. However, the focus on mechanistic (...) explanation leaves some open questions regarding the role of computation and cognition. (shrink)
I claim that the Hodgkin‐Huxley (HH) current equations owe a great deal of their importance to their role in bringing results from experiments on squid giant action preparations to bear on the study of the action potential in other neurons in other in vitro and in vivo environments. I consider ideas from Weber and Craver about the role of Coulomb’s and other fundamental equations in explaining the action potential and in HH’s development of their equations. Also, I offer an embellishment (...) to Schaffner’s emergent unifier conception of the HH model. †To contact the author, please write to: Department of HPS, University of Pittsburgh, 1017 Cathedral of Learning, Pittsburgh, PA 15260; e‐mail: rtjbog@comcast.net. (shrink)
: Catherine Malabou is a professor of philosophy at Paris-Nanterre. A collaborator and student of Jacques Derrida, her work shares some of his interest in rigorous protocols of reading, and a willingness to attend to the undercurrents of over-read and "too familiar" texts. But, as she points out, this orientation was shared by Hegel himself. Arguing against Heidegger, Kojève, and other critics of Hegel, the book in which this Introduction appears puts Hegel back on the map of the present.
It has become standard for feminist philosophers of language to analyze Catherine MacKinnon's claim in terms of speech act theory. Backed by the Austinian observation that speech can do things and the legal claim that pornography is speech, the claim is that the speech acts performed by means of pornography silence women. This turns upon the notion of illocutionary silencing, or disablement. In this paper I observe that the focus by feminist philosophers of language on the failure to achieve (...) uptake for illocutionary acts serves to group together different kinds of illocutionary silencing which function in very different ways. (shrink)
The aim of this paper is to examine the usefulness of the Machamer, Darden, and Craver (2000) mechanism approach to gaining an understanding of explanation in cognitive neuroscience. We argue that although the mechanism approach can capture many aspects of explanation in cognitive neuroscience, it cannot capture everything. In particular, it cannot completely capture all aspects of the content and significance of mental representations or the evaluative features constitutive of psychopathology.
Recent feminists have critiqued G.W. Leibniz’s Theodicy for its effort to justify God’s role in undeserved human suffering over natural and moral evil. These critiques suggest that theodicies which focus on evil as suffering alone obfuscate how to thematize evil, and so they conclude that theodicies should be rejected and replaced with a secularized notion of evil that is inextricably tied to the experiences of the victim. This paper argues that the political philosophy found in the writings of Catherine (...) Macaulay (1731–1791) can serve as a support to Leibniz’s larger claims and can also offer a more concrete, situated notion of evil that escapes the contemporary feminist critique. Macaulay’s work on natural and moral political evil, especially, will be presented as an early modern precursor to feminism, which defends divine perfection and a pre-established harmony in the face of political evil. I then identify three unique theodicical arguments in Macaulay’s work: the pragmatically beneficial defense, the eschatalogical defense, and the redemptive defense. (shrink)
Historical Cognitive Science I am lucky to strike three reviewers who extract so clearly my book's spirit as well as its substance. They all both accept and act on my central methodological assumption; that detailed historical research, and consideration of difficult contemporary questions about cognition and culture, can be mutually illuminating. It's gratifying to find many themes which recur in different contexts throughout _Philosophy and Memory_ _Traces_ so well articulated here. The reviews catch my desires to interweave discussion of cognitive (...) theories of memory with moral questions of psychological control and self-mastery, to evoke the virtues and the pleasures of strange, baroque beliefs about fickle 'animal spirits' coursing through the nerves and the brain, to demonstrate that mechanistic explanation (even in its blunt old Cartesian form) can acknowledge complexity, and to develop scientific conceptions of dynamic memory traces and representations which can survive uncharitable philosophical criticism. The book's insistent interdisciplinarity is just an inchoate quest to acknowledge the daunting variety of the phenomena: remembering is both natural and cultural, and is studied by narrative theorists as well as neurobiologists, by physicists as well as psychologists. By fusing the rangy detail of a history of early modern neurophysiology with the committed, even gullible fervor of a defence of 'new connectionist' cognitive science, I wanted to pull out the carpet from all those who are happy to let 'scientific' and 'cultural' approaches to the mind run along independently. Once this general project is given space, as it is by all three reviewers, we can get down to specifics. (shrink)
A certain pupil with the vaguely Kafkaesque name B has mastered the series of natural numbers. B's new task is to learn how to write down other series of cardinal numbers and right now, we're working on the series "+2." After a bit, B seems to catch on, but we are unusually thorough teachers and keep him at it. Things are going just fine until he reaches 1000. Then, quite confounding us, he writes 1004, 1008, 1012."We say to him: 'Look (...) what you've done!'—He doesn't understand. We say: 'You were meant to add two: look how you began the series!'—He answers: 'Yes, isn't it right? I thought that was how I was meant to do it.'"1B may be an "abnormal learner," but he's not unique among learners in literature. Another .. (shrink)
Accounts of ontic explanation have often been devised so as to provide an understanding of mechanism and of causation. Ontic accounts differ quite radically in their ontologies, and one of the latest additions to this tradition proposed by Peter Machamer, Lindley Darden and Carl Craver reintroduces the concept of activity. In this paper I ask whether this influential and activity-based account of mechanisms is viable as an ontic account. I focus on polygenic scenarios—scenarios in which the causal truths depend on (...) more than one cause. The importance of polygenic causation was noticed early on by Mill (1893). It has since been shown to be a problem for both causal-law approaches to causation (Cartwright 1983) and accounts of causation cast in terms of capacities (Dupré 1993; Glennan 1997, pp. 605-626). However, whereas mechanistic accounts seem to be attractive precisely because they promise to handle complicated causal scenarios, polygenic causation needs to be examined more thoroughly in the emerging literature on activity-based mechanisms. The activity-based account proposed in Machamer et al. (2000, pp. 1-25) is problematic as an ontic account, I will argue. It seems necessary to ask, of any ontic account, how well it performs in causal situations where—at the explanandum level of mechanism—no activity occurs. In addition, it should be asked how well the activity-based account performs in situations where there are too few activities around to match the polygenic causal origin of the explanandum. The first situation presents an explanandum-problem and the second situation presents an explanans-problem—I will argue—both of which threaten activity-based frameworks. (shrink)
In this paper, we examine what is to be said in defence of Machamer, Darden and Craver’s (MDC) controversial dualism about activities and entities (Machamer, Darden and Craver’s in Philos Sci 67:1–25, 2000). We explain why we believe the notion of an activity to be a novel, valuable one, and set about clearing away some initial objections that can lead to its being brushed aside unexamined. We argue that substantive debate about ontology can only be effective when desiderata for an (...) ontology are explicitly articulated. We distinguish three such desiderata. The first is a more permissive descriptive ontology of science, the second a more reductive ontology prioritising understanding, and the third a more reductive ontology prioritising minimalism. We compare MDC’s entities-activities ontology to its closest rival, the entities-capacities ontology, and argue that the entities-activities ontology does better on all three desiderata. (shrink)
