عنوان

Neurocomputing :

(Number (ISBN

3642761534

(Number (ISBN

9783642761539

Number

b551181

Title Proper

Neurocomputing :

General Material Designation

[Book]

Other Title Information

Algorithms, Architectures and Applications

First Statement of Responsibility

edited by Françoise Fogelman Soulié, Jeanny Hérault.

Place of Publication, Distribution, etc.

Berlin, Heidelberg

Name of Publisher, Distributor, etc.

Springer Berlin Heidelberg

Date of Publication, Distribution, etc.

1990

Specific Material Designation and Extent of Item

(xi, 455 pages 150 illustrations)

Series Title

NATO ASI series., Series F,, Computer and systems sciences ;, 68.

Text of Note

1 Algorithms.- Incorporating knowledge in multi-layer networks: the example of protein secondary structure prediction.- Product units with trainable exponents and multi-layer networks.- Recurrent backpropagation and Hopfield networks.- Optimization of the number of hidden cells in a multilayer perceptron. Validation in the linear case.- Single-layer learning revisited: a stepwise procedure for building and training a neural network.- Synchronous Boltzmann machines and Gibbs fields: learning algorithms.- Fast computation of Kohonen self-organization.- Learning algorithms in neural networks: recent results.- Statistical approach to the Jutten-Herault algorithm.- The N programming language.- Neural networks dynamics.- Dynamical analysis of classifier systems.- Neuro-computing aspects in motor planning and control.- Neural networks and symbolic A.I.- 2 Architectures.- Integrated artificial neural networks: components for higher level architectures with new properties.- Basic VLSI circuits for neural networks.- An analog VLSI architecture for large neural networks.- Analog implementation of a permanent unsupervised learning algorithm.- An analog cell for VLSI implementation of neural networks.- Use of pulse rate and width modulations in a mixed analog/digital cell for artificial neural systems.- Parallel implementation of a multi-layer perceptron.- A monolithic processor array for stochastic relaxation using optical random number generation.- Dedicated neural network: a retina for edge detection.- Neural network applications in the Edinburgh concurrent supercomputer project.- The semi-parallel architectures of neuro computers.- 3 Speech.- Speech coding with multilayer networks.- Statistical inference in multilayer perceptrons and hidden Markov models with applications in continuous speech recognition.- Probabilistic interpretation of feedforward classification network outputs, with relationships to statistical pattern recognition.- Data compression using multilayer perceptrons.- Guided propagation: current state of theory and applications.- Speaker adaptation using multi-layer feed-forward automata and canonical correlation analysis.- Analysis of linear predictive data as speech and of ARM A processes by a class of single-layer connectionist models.- High and low level speech processing by competitive neural networks: from psychology to simulation.- Connected word recognition using neural networks.- 4 Image.- Handwritten digit recognition: applications of neural net chips and automatic learning.- A method to de-alias the scatterometer wind field: a real world application.- Detection of microcalcifications in mammographie images.- What is a feature, that it may define a character, and a character, that it may be defined by a feature?.- A study of image compression with backpropagation.- Distortion invariant image recognition by Madaline and back-propagation learning multi-networks.- An algorithm for optical flow.- 5 Neuro-biology.- Multicellular processing units for neural networks: model of columns in the cerebral cortex.- A potentially powerful connectionist unit: the cortical column.- Complex information processing in real neurons.- Formal approach and neural network simulation of the co-ordination between posture and movement.- Cheapmonkey: comparing an ANN and the primate brain on a simple perceptual task: orientation discrimination.- References.- List of contributors.

Text of Note

Proceedings of the NATO Advanced Research Workshop on Neurocomputing. Algorithms, Architectures and Applications, held in Les Arcs, France, February 27 - March 3, 1989

Parallel Title

Proceedings of the NATO Advanced Research Workshop on Neurocomputing. Algorithms, Architectures and Applications, held in Les Arcs, France, February 27 - March 3, 1989

Biology -- Data processing.

Computer science.

Neurosciences.

Class number

Book number

edited by Françoise Fogelman Soulié, Jeanny Hérault.

Françoise Fogelman Soulié

Jeanny Hérault

Electronic name

[Book]

Y