Neural blackboard architectures of combinatorial structures in cognition
نویسندگان
چکیده
Below is the unedited, uncorrected final draft of a BBS target article that has been accepted for publication. This preprint has been prepared for potential commentators who wish to nominate themselves for formal commentary invitation. Please DO NOT write a commentary until you receive a formal invitation. If you are invited to submit a commentary, a copyedited, corrected version of this paper will be posted.
منابع مشابه
Neural blackboard architectures of combinatorial structures in cognition.
Human cognition is unique in the way in which it relies on combinatorial (or compositional) structures. Language provides ample evidence for the existence of combinatorial structures, but they can also be found in visual cognition. To understand the neural basis of human cognition, it is therefore essential to understand how combinatorial structures can be instantiated in neural terms. In his r...
متن کاملFrom neural dynamics to true combinatorial structures
Various issues concerning the neural blackboard architectures for combinatorial structures are discussed and clarified. They range from issues related with neural dynamics, the structure of the architectures for language and vision, alternative architectures, to linguistic issues concerning the language architecture. Particular attention is given to the nature of true combinatorial structures a...
متن کاملCombinatorial Structures and Processing in Neural Blackboard Architectures
We discuss and illustrate Neural Blackboard Architectures (NBAs) as the basis for variable binding and combinatorial processing the brain. We focus on the NBA for sentence structure. NBAs are based on the notion that conceptual representations are in situ, hence cannot be copied or transported. Novel combinatorial structures can be formed with these representations by embedding them in NBAs. We...
متن کاملNeural blackboard architectures: the realization of compositionality and systematicity in neural networks.
In this paper, we will first introduce the notions of systematicity and combinatorial productivity and we will argue that these notions are essential for human cognition and probably for every agent that needs to be able to deal with novel, unexpected situations in a complex environment. Agents that use compositional representations are faced with the so-called binding problem and the question ...
متن کاملVector symbolic architectures are a viable alternative for Jackendoff s challenges
The authors, on the basis of brief arguments, have dismissed tensor networks as a viable response to Jackendoffs challenges. However, there are reasons to believe that connectionist approaches descended from tensor networks are actually very well suited to answering Jackendoffs challenges. I rebut their arguments for dismissing tensor networks and briefly compare the approaches. Van der Velde...
متن کامل