Construct · 2 fields · 3 citations

Where does arbitration collide?

One name. Different field. Different construct. One map.

● jingle · one word, two constructs Nearest construct by meaningsettlementcompare the meanings
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arbitration2 CONSTRUCTSBus arbitrationCHANEY · ARBITER CIRCUITNeural arbitrationDAW · DUAL CONTROL

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2026

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Computer engineering

Deciding which requester gets a shared resource

The mechanism that decides which of several competing requesters is granted a shared resource, such as a bus, a memory, or a communication channel, when more than one asks at once. Chaney and Molnar's 1973 Anomalous Behavior of Synchronizer and Arbiter Circuits analyzed the arbiter, the circuit element that must pick one requester and can enter a metastable state when two requests arrive together. The referent is a hardware or protocol rule that allocates access and prevents collisions, counted in grants and latency, and it is unrelated to a third party settling a legal dispute or a brain choosing between two learning systems.[1]

Unit
One grant decision among requesters competing for a shared resource
Recovery means
Not applicable
Measured by
Characterized by arbitration latency, fairness across requesters, and the probability of metastable failure

Neuroscience

Allocating control between model-based and model-free learning

The brain's allocation of behavioral control between two ways of learning: a model-based system that plans using an internal model of the world, and a model-free system that repeats whatever has paid off before. Daw, Gershman, Seymour, Dayan, and Dolan's 2011 Model-Based Influences on Humans' Choices and Striatal Prediction Errors showed that human choices blend the two systems, and Lee, Shimojo, and O'Doherty's 2014 Neural Computations Underlying Arbitration between Model-Based and Model-free Learning named and located the arbitration that shifts weight between them. The referent is a neural control process inside one decision maker, estimated from choices and brain signals, not a legal award or a circuit granting access to a wire.[2][3]

Unit
The weighting that shifts control between the model-based and model-free systems
Recovery means
Not applicable
Measured by
Inferred from choice behavior and from fMRI signals in prefrontal cortex that track how reliable each system is

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Nearby collisions

control4 fields · 5 citationsjingle · one word, four constructssignal5 fields · 5 citationsjingle · one word, five constructs

References

  1. Chaney, T. J., & Molnar, C. E. (1973). Anomalous behavior of synchronizer and arbiter circuits. IEEE Transactions on Computers, C-22(4), 421-422. https://doi.org/10.1109/T-C.1973.223730
  2. Daw, N. D., Gershman, S. J., Seymour, B., Dayan, P., & Dolan, R. J. (2011). Model-based influences on humans' choices and striatal prediction errors. Neuron, 69(6), 1204-1215. https://doi.org/10.1016/j.neuron.2011.02.027
  3. Lee, S. W., Shimojo, S., & O'Doherty, J. P. (2014). Neural computations underlying arbitration between model-based and model-free learning. Neuron, 81(3), 687-699. https://doi.org/10.1016/j.neuron.2013.11.028

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