General-purpose computation with neural networks: A survey of complexity theoretic results

J Šíma, P Orponen - Neural Computation, 2003 - ieeexplore.ieee.org
We survey and summarize the literature on the computational aspects of neural network
models by presenting a detailed taxonomy of the various models according to their complexity …

[图书][B] Guide to neural computing applications

L Tarassenko - 1998 - books.google.com
… will benefit the newcomer to neural computing who will be … neural computing solutions but
also for final-year undergraduates or graduate students who are working on neural computing

Development of a high-performance general purpose neuro-computer composed of 512 digital neurons

Y Sato, K Shibata, M Asai, M Ohki… - … on Neural Networks …, 1993 - ieeexplore.ieee.org
… , general purpose neural functions are achieved by a micro-programming architecture. Each
neuron … stream) processing, and thus any neural functions may be implemented by simply …

A survey of generalpurpose computation on graphics hardware

JD Owens, D Luebke, N Govindaraju… - Computer graphics …, 2007 - Wiley Online Library
… to map general-purpose computation to graphics hardware, and survey the various
general-purpose computing … for and challenges of general-purpose GPU computing. Why …

Neural acceleration for general-purpose approximate programs

H Esmaeilzadeh, A Sampson, L Ceze… - 2012 45th annual …, 2012 - ieeexplore.ieee.org
… design for neural network implementation, this paper presents a new technique for harnessing
hardware neural networks in general-purpose computations. We show that using neural

Neural acceleration for general-purpose approximate programs

H Esmaeilzadeh, A Sampson, L Ceze… - Communications of the …, 2014 - dl.acm.org
… This work represents a convergence of three main bodies of research: approximate
computing, general-purpose configurable acceleration, and hardware neural networks. …

Development and implementation of parameterized FPGA-based general purpose neural networks for online applications

A Gomperts, A Ukil, F Zurfluh - IEEE Transactions on Industrial …, 2010 - ieeexplore.ieee.org
… required in online artificial neural networks (ANNs), ie, general purpose ANNs with learning
… Our general purpose architecture seeks to fill that gap and at the same time serve as a tool …

[图书][B] Neural Computing-an introduction

R Beale, T Jackson - 1990 - books.google.com
… For the purposes of this book we shall only consider the numeric techniques as they have
… discussion of neural computing. That is not to say that people do not use neural networks for …

Artificial neural networks in power systems. I. General introduction to neural computing

R Aggarwal, Y Song - Power Engineer, 1997 - IET
… to neural computing This tutorial is an introduction to the field of neural computing. It is the
first in … to apply artificial neural networks (ANNs) to power systems. They give an overview and …

An artificial neural network accelerator using general purpose 24 bit floating point digital signal processors

Iwata, Yoshida, Matsuda, Sato… - … Conference on Neural …, 1989 - ieeexplore.ieee.org
… We developed an ANN accelerator ”Neuro Turbo” using recently introduced general purpose
24 bits floating point DSP, MB86220. The Neuro Turbo is a MIMD type parallel processor …