Hierarchical Associative Memories for Parallel Computation PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Hierarchical Associative Memories for Parallel Computation PDF full book. Access full book title Hierarchical Associative Memories for Parallel Computation by Jeffrey Lee Gertz. Download full books in PDF and EPUB format.
Author: Jeffrey Lee Gertz
Publisher:
ISBN:
Category : Computer storage devices
Languages : en
Pages : 324
Get Book Here
Book Description
Two current trends in computing, namely the increasing importance of parallelism in computer operations and the concept of programming generality, indicate that new computer systems must employ location-independent addressing. One possible manner of accomplishing this objective involves the use of an associative memory for the computer system. The report is concerned with the study, analysis, and design of a multi-level associative memory for a highly parallel computer system, as well as the representation and execution of highly parallel programs in such a memory hierarchy. (Author).
Author: Jeffrey Lee Gertz
Publisher:
ISBN:
Category : Computer storage devices
Languages : en
Pages : 324
Get Book Here
Book Description
Two current trends in computing, namely the increasing importance of parallelism in computer operations and the concept of programming generality, indicate that new computer systems must employ location-independent addressing. One possible manner of accomplishing this objective involves the use of an associative memory for the computer system. The report is concerned with the study, analysis, and design of a multi-level associative memory for a highly parallel computer system, as well as the representation and execution of highly parallel programs in such a memory hierarchy. (Author).
Author: Heinrich J. Stüttgen
Publisher: Springer Science & Business Media
ISBN: 9783540156529
Category : Computers
Languages : en
Pages : 292
Get Book Here
Book Description
Author: Geoffrey E. Hinton
Publisher: Psychology Press
ISBN: 1317785215
Category : Psychology
Languages : en
Pages : 350
Get Book Here
Book Description
This update of the 1981 classic on neural networks includes new commentaries by the authors that show how the original ideas are related to subsequent developments. As researchers continue to uncover ways of applying the complex information processing abilities of neural networks, they give these models an exciting future which may well involve revolutionary developments in understanding the brain and the mind -- developments that may allow researchers to build adaptive intelligent machines. The original chapters show where the ideas came from and the new commentaries show where they are going.
Author: Jeffrey Lee Gertz
Publisher:
ISBN:
Category :
Languages : en
Pages : 626
Get Book Here
Book Description
Author: Geoffrey E. Hinton
Publisher: Psychology Press
ISBN:
Category : Computers
Languages : en
Pages : 360
Get Book Here
Book Description
This update of the 1981 classic on neural networks includes new commentaries by the authors that show how the original ideas are related to subsequent developments. As researchers continue to uncover ways of applying the complex information processing abilities of neural networks, they give these models an exciting future which may well involve revolutionary developments in understanding the brain and the mind -- developments that may allow researchers to build adaptive intelligent machines. The original chapters show where the ideas came from and the new commentaries show where they are going.
Author: Teuvo Kohonen
Publisher: Springer
ISBN: 3662007843
Category : Science
Languages : en
Pages : 325
Get Book Here
Book Description
Two significant things have happened since the writing of the first edition in 1983. One of them is recent arousal of strong interest in general aspects of "neural computing", or "neural networks", as the previous neural models are nowadays called. The incentive, of course, has been to develop new com puters. Especially it may have been felt that the so-called fifth-generation computers, based on conventional logic programming, do not yet contain in formation processing principles of the same type as those encountered in the brain. All new ideas for the "neural computers" are, of course, welcome. On the other hand, it is not very easy to see what kind of restrictions there exist to their implementation. In order to approach this problem systematically, cer tain lines of thought, disciplines, and criteria should be followed. It is the pur pose of the added Chapter 9 to reflect upon such problems from a general point of view. Another important thing is a boom of new hardware technologies for dis tributed associative memories, especially high-density semiconductor circuits, and optical materials and components. The era is very close when the parallel processors can be made all-optical. Several working associative memory archi tectures, based solely on optical technologies, have been constructed in recent years. For this reason it was felt necessary to include a separate chapter (Chap. 10) which deals with the optical associative memories. Part of its con tents is taken over from the first edition.
Author: Bowen Lewis Alpern
Publisher:
ISBN:
Category : Memory management (Computer science)
Languages : en
Pages : 26
Get Book Here
Book Description
Author: Seyed H Roosta
Publisher: Springer Science & Business Media
ISBN: 1461212200
Category : Computers
Languages : en
Pages : 579
Get Book Here
Book Description
Motivation It is now possible to build powerful single-processor and multiprocessor systems and use them efficiently for data processing, which has seen an explosive ex pansion in many areas of computer science and engineering. One approach to meeting the performance requirements of the applications has been to utilize the most powerful single-processor system that is available. When such a system does not provide the performance requirements, pipelined and parallel process ing structures can be employed. The concept of parallel processing is a depar ture from sequential processing. In sequential computation one processor is in volved and performs one operation at a time. On the other hand, in parallel computation several processors cooperate to solve a problem, which reduces computing time because several operations can be carried out simultaneously. Using several processors that work together on a given computation illustrates a new paradigm in computer problem solving which is completely different from sequential processing. From the practical point of view, this provides sufficient justification to investigate the concept of parallel processing and related issues, such as parallel algorithms. Parallel processing involves utilizing several factors, such as parallel architectures, parallel algorithms, parallel programming lan guages and performance analysis, which are strongly interrelated. In general, four steps are involved in performing a computational problem in parallel. The first step is to understand the nature of computations in the specific application domain.
Author: Bharat Bhushan Agarwal
Publisher: Laxmi Publications
ISBN: 9788131804988
Category : Computer architecture
Languages : en
Pages : 200
Get Book Here
Book Description
Author: Jeffrey Scott Vitter
Publisher:
ISBN:
Category : Algorithms
Languages : en
Pages : 18
Get Book Here
Book Description
Abstract: "In this paper we introduce parallel versions of hierarchical memory models and give optimal algorithms in these models for sorting, FFT, and matrix multiplication. In our parallel models, there are P memory hierarchies operating simultaneously; communication among the hierarchies takes place at a base memory level. Our optimal sorting algorithm is randomized and is based upon the probabilistic partitioning technique developed in a companion paper for optimal disk sorting in a two- level memory with parallel block transfer. The probability of using l times the optimal running time is exponentially small in l."
