[HTML][HTML] Characterization of the neuronal and network dynamics of liquid state machines
Reservoir computing (RC) is a relatively new machine-learning framework that uses an
abstract neural network model, called reservoir. The reservoir forms a complex system with …
abstract neural network model, called reservoir. The reservoir forms a complex system with …
Neural information processing and computations of two-input synapses
Abstract Information processing in artificial neural networks is largely dependent on the
nature of neuron models. While commonly used models are designed for linear integration …
nature of neuron models. While commonly used models are designed for linear integration …
Polymer physics-based classification of neurons
Recognizing that diverse morphologies of neurons are reminiscent of structures of branched
polymers, we put forward a principled and systematic way of classifying neurons that …
polymers, we put forward a principled and systematic way of classifying neurons that …