Advances in Computational Intelligence: 12th International by John N. A. Brown (auth.), Ignacio Rojas, Gonzalo Joya, Joan

By John N. A. Brown (auth.), Ignacio Rojas, Gonzalo Joya, Joan Gabestany (eds.)

This two-volume set LNCS 7902 and 7903 constitutes the refereed court cases of the twelfth overseas Work-Conference on man made Neural Networks, IWANN 2013, held in Puerto de los angeles Cruz, Tenerife, Spain, in June 2013. The 116 revised papers have been rigorously reviewed and chosen from various submissions for presentation in volumes. The papers discover sections on mathematical and theoretical equipment in computational intelligence, neurocomputational formulations, studying and variation emulation of cognitive features, bio-inspired structures and neuro-engineering, complicated subject matters in computational intelligence and applications

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Extra info for Advances in Computational Intelligence: 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, Puerto de la Cruz, Tenerife, Spain, June 12-14, 2013, Proceedings, Part I

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A SLFN with m hidden neurons in the hidden layer can be expressed by the following sum m βi f wi x j + bi , 1 ≤ j ≤ n, (1) i=1 with βi the output weights, f an activation function, wi the input weights and bi the biases. Denoting by yˆ i the outputs estimated by the SLFN, in the hypothetical case where the SLFN perfectly approximates the actual outputs yi , the relation is 20 A. Lendasse et al. m βi f wi x j + bi = y j, 1 ≤ j ≤ m, (2) i=1 which is written in matrix form as Hβ = y, with ⎛ ⎞ ⎜⎜⎜ f (w1 x1 + b1 ) · · · f (wm x1 + bm ) ⎟⎟⎟ ⎜⎜⎜ ⎟⎟⎟ ..

I have those turned off. Too often, they appear directly over the space at the bottom righthand corner of the monitor where I am typing the last words on a line. I don’t mind not being able to see what I’m typing, but it is well-understood that a written interruption that appears in line-of-sight during a writing task has a catastrophic effect on productivity. It can take up to twenty minutes to regain deep focus after only an unconscious moment of reading the interrupting message. On my computer, the email alert appears as an almost entirely transparent version of the icon my colleague uses to represent herself in our email exchanges.

Maybe we can also all agree that some other subset of the phone’s technology is not at all useful, so long as these subsets remain undefined, allowing each of us to preserve our personal likes and dislikes. So, we have established that there is some unspecified probability that we all use smartphones and consider them useful. How do we feel when our phone rings? Is it different than how we feel when someone else’s phone rings? When our phone rings because a dear old friend is calling with welcome news, do we feel differently than when it is an unsolicited robocall offering an unwanted opportunity?

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