claim

active

claim:many-apparently-different-object-oriented-functional-and-relational-mechanisms-are-closely-related-as-variations-within-a-general-parameterizable-n-way-associative-memory

Many apparently different object-oriented, functional, and relational mechanisms are closely related as variations within a general parameterizable n-way associative memory.

Source paper

extracted_from

An association-based model of dynamic behaviour

(2011) · Piumarta, Ian

Neighborhood — ranked by edge-count

Communities (3)

community

Causal emergence in biological systems
members_of
Examines how macro-scale causal power exceeds micro-scale in living and learning systems.
Substrate-independent associative learning in biological networks
members_of
Learning and memory mechanisms (Pavlovian conditioning, pattern completion) emerge in gene regulatory and molecular networks through coarse-graining and causal emergence analysis.
N-dimensional associative memory unification
members_of
Parameterizable n-way associations subsume OOP, functional, and relational models under one framework.

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

"many apparently very different and interesting organisations and behaviours are in fact closely related as slight variations within a general, parameterisable, n-way associative memory"concept0.848
Encapsulates Piumarta's core unifying thesis about the generality and power of the associative primitive.
Primitive Mechanism: n-way Associative Memorymethod0.826
The foundational memory model: a map m associating keys k_i with values v, supporting two operators: associative read and associative write.
We propose that many, and maybe even all, interesting organisations of information and behaviour might be built from a single primitive operation: n-way associative lookup.claim0.783
The central thesis of the paper, that associative lookup is a universal building block for dynamic system semantics.
These relationships are cognitive architectures regardless of the substrate in which they are implemented.claim0.782
Asserts that organismic identity is fundamentally a cognitive structure.
Efficient hardware support for large n-dimensional associative memory would enable implementations of diverse object models.finding0.781
The strengths of all three models (concurrent OOP, logic, functional) are irrelevant to parallelism, and generally unhelpful in dealing with process creation and coordination.claim0.778
Assertion that the popular models add nothing to parallel programming.
There is a bidirectional relationship between the geometry of representation and behavior across tasks and modalities.claim0.774
Author’s interpretive claim that the shared geometry is general and robust.
The Tolman-Eichenbaum Machine: Unifying Space and Relational Memory through Generalization in the Hippocampal Formation (Whittington et al., 2020)concept0.773
Prior paper by the same lead author introducing TEM; the neuroscience model whose relationship to transformers is the central topic.