Reference·tvboptim

observations

templates.tvboptim.observations

TVB-compatible observation monitors for generated tvboptim code.

Classes

Name	Description
TVBBold	FirstOrderVolterra BOLD monitor with TVB stock-buffer semantics.
TVBGlobalAverage	Spatial mean over nodes at each sampling period, with TVB monitor window indexing.
TVBTemporalAverage	Temporal average with TVB monitor window indexing.

TVBBold

templates.tvboptim.observations.TVBBold(
    k_1=5.6,
    V_0=0.02,
    period=1000.0,
    downsample_period=4.0,
    hrf_length=20000.0,
    tau_s=0.8,
    tau_f=0.4,
    scaling=1.0 / 3.0,
    voi=None,
    history=None,
)

FirstOrderVolterra BOLD monitor with TVB stock-buffer semantics.

TVBGlobalAverage

templates.tvboptim.observations.TVBGlobalAverage(voi=None, period=4.0)

Spatial mean over nodes at each sampling period, with TVB monitor window indexing.

TVB’s GlobalAverage samples on the same grid as SubSample and then averages the node axis, keeping it at width one so the output stays a (time, variable, node, mode) series rather than collapsing to a per-variable trace.

TVBTemporalAverage

templates.tvboptim.observations.TVBTemporalAverage(voi=None, period=4.0)

Temporal average with TVB monitor window indexing.