Table 4:

Comparisons of Testing Accuracies between Different Networks.

Network 1Network 2Average Difference in Accuracy ($%$) ($*p<0.05$, $**p<0.01$, $***p<0.001$)$p$-Value
$network(identity,space)$ $networkspacebaseline$ 27.8*** <0.001
$network(identity,space)$ $network(space,space)$ −10.7*** <0.001
$network(identity,space)$ $network(shoes,space)$ 14.8*** <0.001
$network(location,identity)$ $network(space,identity)$ −6.2*** <0.001
$network(orientation,identity)$ $network(space,identity)$ 1.0 0.324
$network(location,identity)$ $network(orientation,identity)$ −7.2*** <0.001
$network(space,identity)$ $networkidentitybaseline$ 10.5*** <0.001
$network(space,identity)$ $network(identity,identity)$ −10.4*** <0.001
$network(space,shoes)$ $networkshoesbaseline$ −3.2** 0.005
$networksseparateidentityandspace$ $networkcombineidentityandspace$ 4.0*** <0.001
Network 1Network 2Average Difference in Accuracy ($%$) ($*p<0.05$, $**p<0.01$, $***p<0.001$)$p$-Value
$network(identity,space)$ $networkspacebaseline$ 27.8*** <0.001
$network(identity,space)$ $network(space,space)$ −10.7*** <0.001
$network(identity,space)$ $network(shoes,space)$ 14.8*** <0.001
$network(location,identity)$ $network(space,identity)$ −6.2*** <0.001
$network(orientation,identity)$ $network(space,identity)$ 1.0 0.324
$network(location,identity)$ $network(orientation,identity)$ −7.2*** <0.001
$network(space,identity)$ $networkidentitybaseline$ 10.5*** <0.001
$network(space,identity)$ $network(identity,identity)$ −10.4*** <0.001
$network(space,shoes)$ $networkshoesbaseline$ −3.2** 0.005
$networksseparateidentityandspace$ $networkcombineidentityandspace$ 4.0*** <0.001

Notes: The first two sections examine whether and why there is information about space in the identity network. The next section examines whether there is information about identity and what kind of identity information is in the space network. The final section compares testing accuracies of a network doing the identity and spatial tasks using two separate pathways with a network doing the identity and spatial tasks using a single pathway.

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