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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Shi-Chieh Lin

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Open access Oct 2026

A dynamical attractor computes reward prediction in the basal forebrain

Phasic ensemble bursting in subcortical neuromodulatory systems such as the basal forebrain (BF) provides a powerful format for broadcasting reward-prediction signals. These bursts encode reward prediction by varying population amplitude, yet their internal structure, reflected in cell-to-cell amplitude relationships,...

Hsiao-Chen Liu, Shi-Chieh Lin · 0 citations
Open access Oct 2026

Dopamine neurons drive basal forebrain reward prediction in milliseconds

Phasic reward prediction signals in ventral tegmental area (VTA) dopamine (DA) neurons and basal forebrain (BF) noncholinergic bursting neurons are remarkably similar despite the distinct circuit organizations and functions of the two systems. Whether this similarity reflects independent computation within each system,...

You-Jhe Jhong, Ming-Ching Chiang, A. Guillaumin et al. · 0 citations

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