Input-Based Activities

A Comparative Study of the Effectiveness of Input-based Activities And Output-based Activities on the Acquisition of Chinese Language

Correlation-based development of ocularly matched orientation and ocular dominance maps: determination of required input activities.

We extend previous models for separate development of ocular dominance and orientation selectivity in cortical layer 4 by exploring conditions permitting combined organization of both properties. These conditions are expressed in terms of functions describing the degree of correlation in the firing of two inputs from the lateral geniculate nucleus (LGN), as a function of their retinotopic separ...

Decoding Visual Input based on V1 Neuronal Activities with Particle Filtering

In this study, we investigated the use of particle filtering in reconstructing timevarying input visual signals based on Macaque V1 neurons’ responses. A multitude of hypothesis particles are proposed for reconstructing the input stimulus up to time t. A prediction kernel (consisting of the first and second order forward Wiener kernels, derived by regression) is used to predict the neural respo...

Localisation with sketch based input

This article is dealing with an alternative method of localization. It proposes to use sketch based input as a description of the users location or a remote place. Sketches are assumed to be map like drawings in two dimensions that can be assembled on a computer screen for direct interpretation by a processing tool. For the localization process a common representation of the sketch and the refe...

Transition-Based Deep Input Linearization

Traditional methods for deep NLG adopt pipeline approaches comprising stages such as constructing syntactic input, predicting function words, linearizing the syntactic input and generating the surface forms. Though easier to visualize, pipeline approaches suffer from error propagation. In addition, information available across modules cannot be leveraged by all modules. We construct a transitio...