… The robustness of existing optimizers across a wide range of datasets and network
architectures has played a key role in the widespread adoption of deep learning methods. For …

… Defining molecular targets that modify PNN structure may aid development of interventions
for individuals experiencing cognitive decline linked to aberrant neural plasticity, such as in …

… nets (PNNs) are assemblies of extracellular matrix molecules, which surround the cell body
and dendrites of many types of neuron and regulate neural plasticity. … observed a wide range …

… of perineuronal nets (PNNs). In this review, we address the role of PNNs in restricting
critical period plasticity. Next, we discuss the modulation of PNNs during adult brain plasticity, …

… on the brain are better represented by network dynamics. Here, we reviewed the … network
integrity. This review will provide a comprehensive understanding of trends in exercise-network …

… yt = ±1 is a network-wide broadcast signal (self-awareness) indicating a saccade (−1) or a
fixation (+1) and Ht 2 {0, 7} is a layer-wide broadcast signal indicating whether the saccade or …

… net (PNN) tightly enwrapping subsets of PV+ neurons, both acting as a molecular brake on
plasticity … We observed a wide range of PNN structures surrounding PV+ cells even within …

… using half of the features per layer (see Appendix for network layers). We note that the C3D
network is deeper and wider than the DECOLLE network. We found that 16 × 32 × 32 frames, …

… Dysfunctional plasticity, in turn, underlies a wide spectrum of neuropsychiatric disorders
including depression, schizophrenia, addiction, and posttraumatic stress disorder. From a …

… cognitive plasticity (changed patterns of cognitive behavior such as reduced susceptibility
to distractors) and neural plasticity (neuronal-level changes including neurogenesis, network …