Formats of representation in large language models Fintan Mallory Assuming that artificial neural networks (ANNs) can, through training, come to represent the data upon which they were trained, or more general features of that data, then two natural questions that arise are what are the vehicles of representation within the …
Realist Representational Explanations of Agency Should Require Some Unity of Purpose Nicholas Shea My paper is about what it takes for an AI system to be an agent. It is relevant to Sprevak and Fallon’s PhiMiSci Special Issue on Representation in the Neurosciences and AI because conditions on AI agency …
‘Neuronal representation’ is not a defective concept: Ambiguity as a sign of science in progress Lotem Elber-Dorozko and Devin Gouvêa The term “neural representation” is extremely popular in cognitive neuroscience. Scientists often claim to have discovered neural properties that represent environmental features, such as specific visual objects or specific sounds. …
The Evidence for Representations Ken Aizawa It is commonly said that one reason to postulate mental representations is in order to explain behavior. I take this reasoning to be an instance of abductive reasoning, not to be identified with inference to the best explanation.[1] Empiricists have long been skeptical of …
Corey J. Maley Department of Philosophy Cognition, Agency, and Intelligence Center Purdue University cmaley@purdue.edu coreymaley.net The thesis of this paper is simple: structural representation and analog representation turn out to be two names for the same kind of representation. This may seem implausible, given that typical examples of structural representation …
Representations are thought to be among the essential ingredients for explaining cognition. In cognitive psychology, behaviour and decision making are modelled in terms of computations performed over representations. In neuroscience, responses of single cells, neural populations, and structural features are claimed to function as representations for the agent in question. …
We are very excited to introduce our next joint symposium with Philosophy of the Mind Sciences. This one highlights PhiMindSci’s recent special issue on representation in neuroscience and AI. Tomorrow, we’ll have an introductory post by Mark Sprevak that gives an overview of the special issue. Then we’ll have posts …
