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concept:mixture-of-experts-architecture

Mixture-of-Experts architecture

Architecture where standard MLP is replaced with multiple subnetworks with a router; considered as possible challenge to psychological continuity

Neighborhood — ranked by edge-count

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.

  • Architecture of Mixtral-8x7B; uses sparse expert routing affecting how hidden states are computed across layers.
  • The varied neural network architectures used in the RL experiments to test whether the alignment phenomenon generalizes across architectures.
  • Field Steenson worked in (1997 onwards); term denoting structural design of information systems; borrowed 'architecture' from computer design.
  • The compositional structure of the psyche introduced by Newell and Simon; the paper uses it to decompose mind into conscious and unconscious parts
  • A framework originating from Levin that formalizes how hierarchical biological systems—from cells to tissues to organs—exhibit integrated problem-solving and adaptive plasticity across multiple levels of organization (metabolic, transcriptional, physiological, anatomical). It models system-level behaviors as emergent from competition and cooperation among heterogeneous subunits within composite agents, explaining how goals and regulations scale across biological scales.
  • ensemble of agentsconcept0.728
    Probabilistic behaviour of an ensemble used to derive the free-energy principle.
  • Architecture using a latent space with cross-attention to handle multimodal inputs; argued to implement a global workspace.
  • Steenson's overarching concept linking architecture and digital design history; the title theme of her 2017 book.