<p><b>a</b>) Every response pattern from data is assigned to its corresponding meta-stable pattern by descending on the energy landscape defined by the S2 model of <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1002922#pcbi.1002922.e083" target="_blank">Eq (4)</a> until the local minimum is reached (see text). Across all test repeats and at each point in time (horizontal axis), we find the metastable states that are visited more than 30 times, plot their energy (vertical axis), and the number of repeats on which that metastable state is visited (shade of red). <b>b</b>) Inset: for (blue rectangle in a), we plot the frequency of visit to each metastable state (dots) in the training set (horizontal) against th...
International audienceFor decades, research in neuroscience has supported the hypothesis that brain ...
In the middle is the time-lagged independent component analysis (TICA) plot showing seven clusters, ...
<p><b>A & B.</b> Examples of synaptic strength evolution over time for simulations in which: <b>A)</...
<p>(<b>A</b>) Most frequently occurring MS patterns collected from 30 subnetworks of size <i>N</i> =...
<p>Every recorded pattern is assigned to its basin of attraction by descending on the energy landsca...
Metastability refers to the fact that the state of a dynamical system spends a large amount of time ...
(A) Time course of spike rates averaged across all neurons in area V1 for increasing χ (graphs from ...
<p>(<b>a</b>) Schematic of the reservoirs, buffers, and transient meta-states, and how synapses occu...
<p>(A) Snapshot of the simulation with periodically reversing agents (<i>η</i> = 0.24) at 180 min of...
<p>(A) Morphogen signal for three different system sizes, <i>N</i> = 50, 60, 70. Posterior boundary ...
<p>This figure illustrates all 24 types of S-MIG. The abbreviations are defined in <a href="http://w...
<p><b>(A)</b> Alternate network schematic with hypercolumns (large black circles), along with their ...
A) Poincaré maps illustrate that the cycles of Fig 2 correspond to attractive limit cycles. Sixteen ...
The random-field Ising model (RFIM) provides a convenient framework to investigate complex energy lan...
<p>(<b>A</b>) Top: Trained Tempotron weights <i>w</i><sub><i>i</i></sub>. Bottom: example cross-tria...
International audienceFor decades, research in neuroscience has supported the hypothesis that brain ...
In the middle is the time-lagged independent component analysis (TICA) plot showing seven clusters, ...
<p><b>A & B.</b> Examples of synaptic strength evolution over time for simulations in which: <b>A)</...
<p>(<b>A</b>) Most frequently occurring MS patterns collected from 30 subnetworks of size <i>N</i> =...
<p>Every recorded pattern is assigned to its basin of attraction by descending on the energy landsca...
Metastability refers to the fact that the state of a dynamical system spends a large amount of time ...
(A) Time course of spike rates averaged across all neurons in area V1 for increasing χ (graphs from ...
<p>(<b>a</b>) Schematic of the reservoirs, buffers, and transient meta-states, and how synapses occu...
<p>(A) Snapshot of the simulation with periodically reversing agents (<i>η</i> = 0.24) at 180 min of...
<p>(A) Morphogen signal for three different system sizes, <i>N</i> = 50, 60, 70. Posterior boundary ...
<p>This figure illustrates all 24 types of S-MIG. The abbreviations are defined in <a href="http://w...
<p><b>(A)</b> Alternate network schematic with hypercolumns (large black circles), along with their ...
A) Poincaré maps illustrate that the cycles of Fig 2 correspond to attractive limit cycles. Sixteen ...
The random-field Ising model (RFIM) provides a convenient framework to investigate complex energy lan...
<p>(<b>A</b>) Top: Trained Tempotron weights <i>w</i><sub><i>i</i></sub>. Bottom: example cross-tria...
International audienceFor decades, research in neuroscience has supported the hypothesis that brain ...
In the middle is the time-lagged independent component analysis (TICA) plot showing seven clusters, ...
<p><b>A & B.</b> Examples of synaptic strength evolution over time for simulations in which: <b>A)</...