concept
active
concept:self-organized-harmonic-modes-sohmsSelf-Organized Harmonic Modes (SOHMs)
Adam Safron's framework for neural building blocks functioning as symmetry detectors/autoencoders; tanha-free awareness theorized as direct feeling of undoctored SOHMs.
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Thinkers (1)
thinker
- Adam Safronintroducesmentions
Concepts (5)
concept
- Autoencoderassociated_withNeural network architecture that learns compressed representations; SOHMs are functionally equivalent.
- Inference landscapeassociated_withThe combination of SOHMs and vascular tension that defines the brain's inference process.
- Open awarenessassociated_withMeditative state of feeling the undoctored hum of SOHMs without grasping or pushing away.
- Learning landscapeassociated_withThe combination of neural weights and SOHMs that defines the brain's learning space.
- Symmetry detectorassociated_withFunctional role of SOHMs, detecting symmetries in input to compress information.
Hypotheses (1)
hypothesis
- Compressive Vasomotion Hypothesis (CVH)associated_withVasomotion reflex functions as compression sweep collapsing neural ambivalence into definite states; vasomotion motifs are reflexive reactions to uncertainty.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Related technique improving multi-agent learning by predicting others' actions using an agent's own policy
- Relating phenomenological effort to number/duration of SOHM manipulation.
- The central framework proposed in this paper: aligning AI internal representations of self and others to reduce deceptive behavior
- Systems whose structure emerges from internal communication patterns rather than external design; the paper proposes consciousness as arising in such systems
- The effortful process of grabbing pleasant resonances and deadening unpleasant ones, proportional in difficulty to number and duration.
- Collectivity is necessary for the oscillatory behavior of the segmentation clock; individual cells lack the competence.
- Spontaneous emergence of long-range order in networks; modeled as neural and basal cognition.