<p>[A] The example model consists of 3 nodes with one activation edge and one partial inhibition edge. The weights of both edges are expressed as selection probability next to the arrow. [B] Two representative Boolean rules were assigned with the corresponding selection probabilities () to represent the example model in PBN format. [C] The truth table of the example model demonstrates the state values according to different inputs. Once both inputs (N1 and N2) are active, the output (N3) has a probability of being ON at 0.6 and of being OFF at 0.4 according to the selection probability of Boolean rules. [D] Three separated Monte-Carlo simulations were performed on an instantaneously random PBN of the example model in <a href="http://www.plo...
<p>We simulated data using the fixed parameter values given in the lower part of the figure. The box...
International audienceThe construction of models of biological networks from prior knowledge and exp...
<div><p>In this four-node network example, node A is the input (as ABA is the input of the ABA signa...
<p>[A] The modified toy model from Saez-Rodriguez <i>et al.</i><a href="http://www.plosone.org/artic...
<p>Each square of the grid represents a Bayesian node, such that there are 15 S1 nodes, 3 C1 nodes a...
<p>A) Schematic representation of the network model with limited connectivity. Note larger connected...
<p>[A] Case study 2 deals with a probabilistic Boolean network that consists of 3 nodes with an unkn...
<p>(A) Example simulation for the simple scenario with informative test choice (SIM-1). The correct ...
(A): During learning, 3 option pairs were presented in random order. Participants had to select the ...
a) The task (2-armed bandit) is represented like a binary choice task (blue or red squares), where t...
<p>It contains 20 nodes. Each node has up to 8 parents. We consider the generic but more difficult i...
<p>A) A diagram of a sample network with one external input. The logic of the internal nodes is repr...
<p>(A) Evolution of knowledge. The odds for the true hypothesis increase at the slowest rate for ran...
<p>Performance comparison between an ideal version of Implementation 1 (use of auxiliary RVs, result...
<p>The implementation assumes a two-dimension probability map that is updated iteratively trial by t...
<p>We simulated data using the fixed parameter values given in the lower part of the figure. The box...
International audienceThe construction of models of biological networks from prior knowledge and exp...
<div><p>In this four-node network example, node A is the input (as ABA is the input of the ABA signa...
<p>[A] The modified toy model from Saez-Rodriguez <i>et al.</i><a href="http://www.plosone.org/artic...
<p>Each square of the grid represents a Bayesian node, such that there are 15 S1 nodes, 3 C1 nodes a...
<p>A) Schematic representation of the network model with limited connectivity. Note larger connected...
<p>[A] Case study 2 deals with a probabilistic Boolean network that consists of 3 nodes with an unkn...
<p>(A) Example simulation for the simple scenario with informative test choice (SIM-1). The correct ...
(A): During learning, 3 option pairs were presented in random order. Participants had to select the ...
a) The task (2-armed bandit) is represented like a binary choice task (blue or red squares), where t...
<p>It contains 20 nodes. Each node has up to 8 parents. We consider the generic but more difficult i...
<p>A) A diagram of a sample network with one external input. The logic of the internal nodes is repr...
<p>(A) Evolution of knowledge. The odds for the true hypothesis increase at the slowest rate for ran...
<p>Performance comparison between an ideal version of Implementation 1 (use of auxiliary RVs, result...
<p>The implementation assumes a two-dimension probability map that is updated iteratively trial by t...
<p>We simulated data using the fixed parameter values given in the lower part of the figure. The box...
International audienceThe construction of models of biological networks from prior knowledge and exp...
<div><p>In this four-node network example, node A is the input (as ABA is the input of the ABA signa...