In many cases, neural networks can be mapped into tensor with an exponentially large bond dimension. Here, we compare different sub-classes of network states, their counterpart for studying the ground state short-range Hamiltonians. We show that when mapping a network, resulting is highly constrained and thus states do in general not deliver naive expected drastic improvement against state-of-t...

A descriptive function method was used to measure the dctection, discrimination, and identiflcation pcr-formance of a large population of single neurons recorded from within the primary visual cortcx of thc monkey and the cat, along six stimulus dimensions: contrast. spatial position, orientation, spatial irequency, temporal fiequency, and direction of motion. First. the responses of single neu...

We construct a minimal rK-degree, continuum many, in fact. We also show that every minimal sequence, that is, a sequence with minimal rK-degree, must have very low descriptional complexity, that every minimal sequence is rK-reducible to a random sequence, and that there is a random sequence with no minimal sequence rK-reducible to it.

In the process of content based Image retrieval (CBIR), image information is presented in descriptive features to obtain retrieval of image information. In the representation of descriptive features a large feature count is observed, which results in the overhead in processing. To reduce these descriptive features different dimensional reduction logic were used in which PCA is the most commonly...

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In this paper we develop a computational framework for the measurement of different factors or abilities which are usually found in intelligent behaviours. For this, we first develop a scale for measuring the complexity of an instance of a problem, depending on the descriptional complexity (Levin LT variant) of the ‘explanation’ of the answer to the problem. We centre on the establishment of ei...

This study explores buyers’ search and purchase behavior in an information-overloaded retail Electronic Marketplace (EMP). Two instrumental variables, i.e. number of visitors and number of sales for an item, are used to represent buyers’ search and purchase behavior. Price and reputation, two of the most frequently researched independent variables in EMP studies, are considered. The relationshi...