Analysis of the effect of backward masking by means of a complex model of a net of neuron-like elements

Abstract

According to the experiments with a projective-associative model of the neuronal net, the phenomenon of “backward masking” of the first stimulus of a pair of stimuli at a small time gap between the stimuli is caused by two events: (1) pre-excitation inhibition of the first stimulus-induced activation by the second stimulus and (2) disturbance of information processing connected with the deficiency of time needed to match the recalled symbol in memory to the symbol presented to the input subsystem and also to name it. Identification of the second stimulus may be impaired with a decreasing time interval due to: (1) superposition of the second (2) recurrent inhibition occurring in the neuronal net upon recognition of the first stimulus. It was found that in conditions of activity of neuron-like elements of the neuronal net, simulating the states of somnolence or slow-wave sleep, corresponding subsystems failed to learn, while time needed to identify already “learned” symbols substantially increased. The data obtained are in agreement with the hypothesis concerning the causes of backward masking and also with the facts on optimal conditions of learning and reproducing its results in living nervous system. It seems reasonable that discussed disturbances of information processing should be kept in mind in designing computers of a new generation, based on the use of principles of brain functioning, in order to increase the reliability and operation speed of technical systems.