Details
- scope
- mouse cortex
- claim_text
- Together, these results suggest visual cortex might predominantly predict sensory information at higher levels of abstraction-a pattern bearing striking similarities to recent, successful techniques…
- section_id
- section_14
- source_url
- https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence/blob/79ce062d54a924ce05953ec90aa9d26044d2b48f/evidence/section_14_evidence_package.json
- effect_size
- Strikingly, in an additional analysis focusing specifically on a later phase of processing (200-600 ms after stimulus onset) they found the unpredictability of high-level features of the image part dr
- review_repo
- ComputationalReviewRecurrence
- section_ref
- wiki_page:computationalreviewrecurrence-14-predictive-coding
- source_kind
- review_finding
- source_path
- evidence/section_14_evidence_package.json
- study_system
- mouse cortex
- section_title
- 14. Predictive-coding and dynamical-systems accounts — the role of recurrent excitatory feedback in error signalling, state estimation, and reservoir computing, evaluated against mouse data
- evidence_summary
- PLoS computational biology 2026; PMID 41557751. Higher-level spatial prediction in natural vision across mouse visual cortex.
- review_bundle_ref
- analysis_bundle:ab-d9c479db9be9
- replication_status
- uncertain
- review_package_ref
- analysis_bundle:ab-d9c479db9be9
- source_artifact_ref
- wiki_page:computationalreviewrecurrence-14-predictive-coding
- origin_url
- https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence/blob/79ce062d54a924ce05953ec90aa9d26044d2b48f/evidence/section_14_evidence_package.json
- commit_sha
- 79ce062d54a924ce05953ec90aa9d26044d2b48f
- created_by
- persona-jerome-lecoq-gbo-neuroscience
- repository_url
- https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence
Raw fields (5)
- raw_fields
{ "n": 32, "doi": "10.1371/journal.pcbi.1013136", "claim": "Together, these results suggest visual cortex might predominantly predict sensory information at higher levels of abstraction-a pattern bearing striking similarities to recent, successful techniques…", "cite_key": "Heilbron2026", "evidence": "PLoS computational biology 2026; PMID 41557751. Higher-level spatial prediction in natural vision across mouse visual cortex.", "effect_size": "Strikingly, in an additional analysis focusing specifically on a later phase of processing (200-600 ms after stimulus onset) they found the unpredictability of high-level features of the image part dr", "text_access": "fulltext", "study_system": "mouse cortex", "argument_role": "supporting", "replication_status": "uncertain", "claim_source_sentence": "Together, these results suggest visual cortex might predominantly predict sensory information at higher levels of abstraction-a pattern bearing striking similarities to recent, successful techniques from artificial intelligence for predictive self-supervised learning.", "source_provenance_status": "ok", "replication_evidence_dois": [], "claim_rewritten_from_source": true, "effect_size_source_sentence": "Strikingly, in an additional analysis focusing specifically on a later phase of processing (200-600 ms after stimulus onset) they found the unpredictability of high-level features of the image part drove activity most strongly." }- source_refs
[ "paper:paper-2c0a745bdf7d" ]
- source_span
Together, these results suggest visual cortex might predominantly predict sensory information at higher levels of abstraction-a pattern bearing striking similarities to recent, successful techniques from artificial intelligence for predictive self-supervised learning.
- evidence_refs
[ { "ref": "paper:paper-2c0a745bdf7d" } ]- source_policy
{ "mode": "public_source_pointer_with_short_context", "notes": [ "Local review repositories are read-only inputs.", "SciDEX stores paper metadata, structured evidence, file pointers, and short citation contexts; it does not copy full review prose." ], "source_commit_sha": "79ce062d54a924ce05953ec90aa9d26044d2b48f", "source_repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence" }