Exploring Storing Capacity of Hyperdimensional Binary Vectors
نویسندگان
چکیده
منابع مشابه
Binary vectors and super-binary vectors.
A binary vector is a standard tool in the transformation of higher plants mediated by Agrobacterium tumefaciens. It is composed of the borders of T-DNA, multiple cloning sites, replication functions for Escherichia coli and A. tumefaciens, selectable marker genes, reporter genes, and other accessory elements that can improve the efficiency of and/or give further capability to the system. A supe...
متن کاملBinary Diagrams for Storing Ascending Compositions
It is known that the integer partitions may be encoded as either ascending or descending compositions for the purposes of systematic generation. In this paper we give an efficient data structure for storing all ascending compositions of a positive integer. Using this structure, we improved the fastest known algorithm for generating integer partitions.
متن کاملBinary Paragraph Vectors
Recently Le & Mikolov described two log-linear models, called Paragraph Vector, that can be used to learn state-ofthe-art distributed representations of documents. Inspired by this work, we present Binary Paragraph Vector models: simple neural networks that learn short binary codes for fast information retrieval. We show that binary paragraph vectors outperform autoencoder-based binary codes, d...
متن کاملEnumeration of certain binary vectors
In 1986, W. S. Griffith [2] proposed reliability model and described a Markov chain approach for computing the reliability in the system. F. K. Hwang and S. Papastavridis gave a closed-form formula for this reliability in 1991, by counting the number of n-dimensional binary vectors containing exactly k non-overlapping m-tuples of consecutive ones. In 1988, T. M. Apostol [1] established recursiv...
متن کاملPhase Diagram and Storage Capacity of Sequence-Storing Neural Networks
We solve the dynamics of Hopfield–type neural networks which store sequences of patterns, close to saturation. The asymmetry of the interaction matrix in such models leads to violation of detailed balance, ruling out an equilibrium statistical mechanical analysis. Using generating functional methods we derive exact closed equations for dynamical order parameters, viz. the sequence overlap and c...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Research in Computing Science
سال: 2019
ISSN: 1870-4069
DOI: 10.13053/rcs-148-10-31