The developmental emergence of reliable cortical representations
The fundamental structure of cortical networks arises early in development before the onset of sensory experience. However, how endogenously genera…
Tag: Network models
Latent circuit inference from heterogeneous neural responses during cognitive tasks
Higher cortical areas carry a wide range of sensory, cognitive and motor signals mixed in heterogeneous responses of single neurons tuned to multip…
Lateral inhibition in V1 controls neural and perceptual contrast sensitivity
Lateral inhibition is a central principle in sensory system function. It is thought to operate by the activation of inhibitory neurons that restric…
Brain dynamics reflecting an intra-network brain state are associated with increased post-traumatic stress symptoms in the early aftermath of trauma
Post-traumatic stress (PTS) encompasses a range of psychological responses following trauma, which may lead to more severe outcomes such as post-tr…
Simulation and assimilation of the digital human brain
Here we present the Digital Brain (DB)—a platform for simulating spiking neuronal networks at the large neuron scale of the human brain on the ba…
Configural processing as an optimized strategy for robust object recognition in neural networks
Configural processing, the perception of spatial relationships among an object’s components, is crucial for object recognition, yet its teleology…