Neural Networks

Neighborhood — ranked by edge-count

paper

community

concept

Feature (neural network)
related_to
Scalar function of the input corresponding to a direction in the vector space of neuron activations; claimed to be the fundamental unit of neural networks
Neural-network agents
related_to
The artificial agents trained with RL in this study, whose latent dynamics are analyzed for causal emergence.

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.

Convolutional Neural Networksmethod0.837
Biologically-inspired AI architecture cited as a successful example of bioinspiration from visual cortex organization
neural cognitionconcept0.834
Cognition in nervous systems, used as a modelling target
Transformer Neural Networkframework0.827
Core machine learning architecture analyzed in the paper; shown to be mathematically related to TEM.
Neural codeconcept0.821
The model's parameters considered as the actual 'code' implementing its algorithms, as opposed to human-written code.
Neuroscienceinstitute0.808
neural substratesconcept0.806
Brain-based physical implementations of consciousness-related functions, assumed by many ToCs to be exclusive.
Superposition in Neural Networksconcept0.805
Theoretical model of how neural networks encode more features than dimensions, informing linear representation work.
Neural networks, trained with different objectives on different data and modalities, are converging to a shared statistical model of reality in their representation spaces.quote0.804
The paper's central thesis statement, presented prominently after the abstract