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TL;DR: This paper highlights problems with this presupposition and presents an alternative proposal for grounding and motivating research and development that frames the issue in terms of needs, media, and mechanisms.
Abstract: A belief in the efficacy of imitating face-to-face communication is an unquestioned presupposition of most current work on supporting communications in electronic media In this paper we highlight problems with this presupposition and present an alternative proposal for grounding and motivating research and development that frames the issue in terms of needs, media, and mechanisms To help elaborate the proposal we sketch a series of example projects and respond to potential criticisms
606 citations
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TL;DR: Local regression as mentioned in this paper is a procedure for estimating regression surfaces by the local fitting of linear or quadratic functions of the independent variables in a moving fashion that is analogous to how a moving average is computed for a time series.
603 citations
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TL;DR: In this article, the synthesis of arbitrarily shaped femtosecond pulses by spectral filtering in a temporally nondispersive grating apparatus is demonstrated by utilizing spatially patterned masks to modify the amplitude and the phase of the optical frequency components that are spatially dispersed within the apparatus.
Abstract: The synthesis of arbitrarily shaped femtosecond pulses by spectral filtering in a temporally nondispersive grating apparatus is demonstrated. Spectral filtering is accomplished by utilizing spatially patterned masks to modify the amplitude and the phase of the optical frequency components that are spatially dispersed within the apparatus. We are able to pattern spectra over a large dynamic range (approaching 104) and with unprecedented resolution. We illustrate the power of this technique by synthesizing a number of femtosecond waveforms, including femtosecond tone bursts with terahertz repetition rates, picosecond square pulses with 100-fsec rise times, and highly complex pseudonoise bursts produced by spectral phase encoding.
597 citations
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TL;DR: In this paper, a self-assembled, supported organic monolayer films are used to study problems in the physical-organic chemistry and materials science of organic surfaces, especially the relation between the molecular-level structure of the film constituents and the macroscopic properties of the assembled monolayers.
Abstract: : Exposure of evaporated gold films supported on silicon wafers to solutions of dialkyl sulfides (R(CH2)m-S-(CH2)n-R'; R and R'=CH3 or CO2H) or alkyl thiols (R(CH2)nSH, R=CO2H or CH3) in methanol or ethanol results in rapid formation of a monolayer of the organosulfer compound adsorbed onto the gold. The resulting films have been characterized using a number of techniques, including X-ray photoelectron spectroscopy (XPS), infrared spectroscopy (IRS), ellipsometry, and wetting. These self-assembled, supported organic monolayer films are systems that can be used to study problems in the physical-organic chemistry and materials science of organic surfaces, especially the relation between the molecular-level structure of the film constituents and the macroscopic properties of the assembled monolayers. Keywords: Thin film, Monolayer, Surface spectroscopy, electronic materials
579 citations
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01 Jan 1988TL;DR: This paper introduces Rumelhart's minimal networks idea and compares two possible biases on the weight search space that are compared in both simple counting problems and a speech recognition problem.
Abstract: Rumelhart (1987), has proposed a method for choosing minimal or "simple" representations during learning in Back-propagation networks. This approach can be used to (a) dynamically select the number of hidden units, (b) construct a representation that is appropriate for the problem and (c) thus improve the generalization ability of Back-propagation networks. The method Rumelhart suggests involves adding penalty terms to the usual error function. In this paper we introduce Rumelhart's minimal networks idea and compare two possible biases on the weight search space. These biases are compared in both simple counting problems and a speech recognition problem. In general, the constrained search does seem to minimize the number of hidden units required with an expected increase in local minima.
573 citations
Authors
Showing all 3097 results
Name | H-index | Papers | Citations |
---|---|---|---|
Joseph E. Stiglitz | 164 | 1142 | 152469 |
Pete Smith | 156 | 2464 | 138819 |
Jean-Marie Tarascon | 136 | 853 | 137673 |
Ramamoorthy Ramesh | 122 | 649 | 67418 |
Martin Vetterli | 105 | 761 | 57825 |
Noga Alon | 104 | 895 | 44575 |
Amit P. Sheth | 101 | 753 | 42655 |
Harold G. Craighead | 101 | 569 | 40357 |
Susan T. Dumais | 100 | 346 | 60206 |
Andrzej Cichocki | 97 | 952 | 41471 |
Robert E. Kraut | 97 | 297 | 38116 |
Kishor S. Trivedi | 95 | 698 | 36816 |
David R. Clarke | 90 | 553 | 36039 |
Axel Scherer | 90 | 736 | 43939 |
Michael R. Lyu | 89 | 696 | 33257 |