Watch a deep mind totally ace 'Space Invaders' After just four hours of game play, a deep neural net
developed by Google's DeepMind has managed to come up with a Space Invaders strategy so optimal that it was better than any person's strategy.
Consciousness is an illusion of mind that is handily modeled by the Creativity Machine concept, wherein one internally perturbed neural net
spontaneously generates the parade of memories, ideas, and feelings (all neuronal firing patterns) that we call "stream of consciousness." That is, those sensations and thoughts that appear to miraculously emerge from nowhere.
Each living robot is controlled with the help its own neural net
that has a structure of two-layer artificial net.
The results reported here derive exclusively from analyses based on standard neural nets
using backpropagation based on standard logistic squashing, momentum, and varying learning rates (cf.
Nontechnical approaches useful to novice practitioners are found in both Denton (1995), who compares regression and neural nets
, and McMenamin (1997), who presents a straightforward exposition on the statistical limits and advantages of neural networks.
map information from one or more input nodes into an output node (equivalent to a regressand).
Dianhui Wang and Xiaohang Ma developed a hybrid scheme for intelligent image retrieval using neural nets
. Each item in an image database is indexed by a visual feature vector, which is extracted using color moments and discrete cosine transform coefficients.
Hoptroff, R.G., 1993, "The Principles and Practice of Time Series Forecasting and Business Modeling Using Neural Nets
," Neural Computing and Applications, 1, 59-66.
Among the analyzed neural nets
, the radial basis function network generates the smallest classification errors.
are a computational framework consisting of massively connected simple processing units.
The most common techniques for developing QSARs are regression analysis, neural nets
, and classification methods.