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Neural nets and the puzzle of intentionality
2002In this work, we ask epistemological questions involved in making the intentional behavior the object of physical and mathematical inquiry. We show that the subjective component of intentionality can never become object of scientific inquiry, as related to self-consciousness.
Gianfranco Basti, Antonio L. Perrone
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Neural nets for image restoration
Proceedings of the 1990 ACM annual conference on Cooperation - CSC '90, 1990No imaging system in practice is perfect, in fact the recorded images are always distorted or of finite resolution. An image recording system can be modeled by a Fredholm integral equation of the first kind. An inversion of the kernel representing the system, in the presence of noise, is an ill posed problem.
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Neural Computation, 1990
A new type of feedforward multilayer neural net is proposed that exhibits fast convergence properties. It is defined by inserting a fast adaptive Gram-Schmidt preprocessor at each layer, followed by a conventional linear combiner-sigmoid part which is adapted by a fast version of the backpropagation rule.
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A new type of feedforward multilayer neural net is proposed that exhibits fast convergence properties. It is defined by inserting a fast adaptive Gram-Schmidt preprocessor at each layer, followed by a conventional linear combiner-sigmoid part which is adapted by a fast version of the backpropagation rule.
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Single-Layer Neural Net Competes with Multi-layer Neural Net
2008This paper presents a novel neural network with only one layer which can compete with multi-layer neural nets. This novel neural net is called a double-threshold single-layer neural net. The theoretical analysis and experiments show that it can demonstrate similar performance as multi-layer neural nets.
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Proceedings. Second Euromicro Workshop on Parallel and Distributed Processing, 1994
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Maintained Activity in Neural Nets
Journal of the ACM, 1962D. R. Smith, Charles H. Davidson
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Universal Function Approximation by Deep Neural Nets with Bounded Width and ReLU Activations
Mathematics, 2019Boris Hanin
exaly
The Cerebral Hemispheres and Bilateral Neural Nets
International Journal of Neuroscience, 1990Norman D Cook
exaly

