- raw_fields
{
"n": null,
"doi": "10.3389/fnbot.2013.00004",
"claim": "A biologically plausible model of action discovery requires a complex interplay of cortico-striatal plasticity and novelty salience mediated by phasic dopamine sensory prediction errors within basal ganglia-cortex-thalamus loops.",
"cite_key": "Bolado2013",
"evidence": "A biomimetic computational model incorporating basal ganglia loops through cortex and thalamus with reinforcement learning, phasic dopamine-driven cortico-striatal plasticity, and novelty salience was tested on a virtual robotic agent performing an object interaction task mimicking an in vivo protocol.",
"effect_size": null,
"text_access": "abstract_only",
"study_system": "virtual robotic agent (computational model of basal ganglia-cortex-thalamus circuits)",
"source_cluster_id": "cluster_01",
"replication_status": "novel",
"claim_source_sentence": "We conclude that action learning is underpinned by a complex interplay of plasticity and stimulus salience, and that our model contains many of the elements for biological action discovery to take place.",
"replication_evidence_dois": [],
"effect_size_source_sentence": null
}- source_refs
[
"paper:paper-b18fcb4cbe0a"
]
- evidence_refs
[
{
"ref": "paper:paper-b18fcb4cbe0a"
}
]- 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": "0632aae8abc141909207fe91f6349b9e36489c3b",
"source_repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewLoops"
}- evidence_summary
A biomimetic computational model incorporating basal ganglia loops through cortex and thalamus with reinforcement learning, phasic dopamine-driven cortico-striatal plasticity, and novelty salience was tested on a virtual robotic agent performing an object interaction task mimicking an in vivo protocol.