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Global Expectation-Violation as Fitness Function in Evolutionary Composition
[chapter]
2009
Lecture Notes in Computer Science
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Evaluation shows an automated composition to be effectively indistinguishable from a similarly constrained composition by an experienced composer. ...
We demonstrate the use of such a fitness function in an evolutionary algorithm for a highly constrained task of composition from pre-determined musical fragments. ...
We combine Abdallah and Plumbley's notion of expectation-violation with a classic neural-network listening model [2] . ...
doi:10.1007/978-3-642-01129-0_60
fatcat:ezd7b5fcxbfebpludr7mymztdi
A novel bioinformatic strategy for unveiling hidden genome signatures of eukaryotes: self-organizing map of oligonucleotide frequency
2002
Genome Informatics Series
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We used an unsupervised neural network algorithm, Kohonen's self-organizing map (SOM), to analyze di- and trinucleotide frequencies in 9 eukaryotic genomes of known sequences (a total of 1.2 Gb); S. cerevisiae ...
separations of most sequences were obtained with the SOMs. ...
The DNA sequences of Fugu has been provided freely by the Fugu Genome Consortium for use in this publication/correspondence only. ...
pmid:14571370
fatcat:55olpfufgja37kpjlpwljw5boi
On musical stylometry—a pattern recognition approach
2005
Pattern Recognition Letters
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Krebs should be considered in all probability as the composer of the fugue in question. ...
With this data set of compositions of undisputed authorship, the F minor fugue for organ, BWV 534 (of which BachÕs authorship is disputed) then was confronted. ...
Bach): 8 fugues (as above; all composed by J.L. Krebs); • W.F. Bach (J.S. BachÕs son): 5 fugues (as above;all composed by W.F. Bach).
Fig. 1 . 1 Windowing over an entire composition. ...
doi:10.1016/j.patrec.2004.10.016
fatcat:pnbagbjjlzfpxbolkgeyho5haq
Towards "general purpose" brain-inspired computing system
2021
Tsinghua Science and Technology
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Further, some key features of this concept are presented through the comparison with the Turing completeness and approximate computation, and the analyses of the relationship with "general-purpose" brain-inspired ...
corresponding system hierarchy, which is helpful to determine the capability boundary of brain-inspired computing system and to judge whether hardware and software of brain-inspired computing are compatible with ...
Further, the computer hierarchy composed of the software layer, the compiler layer, and the hardware layer can ensure that the application software and the hardware design are compatible with each other ...
doi:10.26599/tst.2021.9010010
fatcat:4woqwaawkbbjrn62xpt7rtgrsy
Convolution-based classification of audio and symbolic representations of music
2018
Journal of New Music Research
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Bach to study the method's capacity to distinguish preludes from fugues. ...
However, in multi-class composer identification, methods specialized for classifying symbolic representations of music are more effective. ...
Possibly, we would need to exchange one of the k-NN based classifiers with another algorithm or use a more sophisticated ensemble method. ...
doi:10.1080/09298215.2018.1458885
fatcat:mrkcp66h2rd5xjzxay3ywahsku
The Fugu tyrp1 promoter directs specific GFP expression in zebrafish: tools to study the RPE and the neural crest-derived melanophores
2006
Pigment Cell Research
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In vertebrates, pigment cells account for a small percentage of the total cell population and they intermingle with other cell types. ...
In pt101, GFP is expressed in both retinal pigment epithelium (RPE) cells and the neural crest-derived melanophores (NCDM), whereas in pt102, GFP is predominately expressed in the NCDM. ...
Acknowledgments The authors thank Anne Catalano for assistance in manuscript preparation, Kira Lathrop for assistance in using the MetaMorph software, Nancy Zurowski for help with flow cytometry. ...
doi:10.1111/j.1600-0749.2006.00349.x
pmid:17083488
pmcid:PMC2920493
fatcat:nkwjyem6gzem5n7w56yrzbnl4i
MCMA: A Symbolic Multitrack Contrapuntal Music Archive
2021
Empirical Musicology Review
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., neural machine translation). For example, MCMA can be particularly useful in the context of language-based machine learning models for music generation. ...
The music represented in MCMA is by 5 Baroque composers and written between 1674 and 1750. ...
Figure 3 shows an example taken from the same fugue in Figure 1 . This particular fugue is in three voices; therefore, it was expanded to three tracks. ...
doi:10.18061/emr.v16i1.7637
fatcat:udmnuvn2s5ddrag5p46laspkg4
Comparing Voice And Stream Segmentation Algorithms
2015
Zenodo
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[5] proposed a machine learning model with a neural network to separate voices in lute tablatures. ...
Finally, we kept 97 MIDI files with at least 2 voices, composed on average of 3.0 voices (see Table 1 ). ...
doi:10.5281/zenodo.1414916
fatcat:bvzsed6fwjbxxejh7rsnig7jii
The distance-profile representation and its application to detection of distantly related protein families
2005
BMC Bioinformatics
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We describe an algorithm that improves over the state of the art in homology detection by utilizing global information on the proximity of entities in the protein space. ...
Using several performance measures we show that the new tool considerably improves the performance in recognizing distant homologies compared to existing approaches such as PSIBLAST and FUGUE. ...
Kenji Mizuguchi for providing us with the FUGUE program for our study, and the Astral team for making their data available. ...
doi:10.1186/1471-2105-6-282
pmid:16316461
pmcid:PMC1345692
fatcat:45i2lhcsvjaqhiadggrbyd3ihy
Scalable batch-correction method for integrating large-scale single-cell transcriptomes
[article]
2021
bioRxiv
pre-print
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The source code is available at https://github.com/xilinshen/Fugue. ...
Our benchmark comparisons with current state-of-the-art single-cell integration methods demonstrated that our method could achieve comparable data alignment and cluster preservation. ...
The dataset is composed of 9,531 single-cells generated by 10x 3' protocol. For mixture cell lines, cells were clustered with Louvain algorithm based on Scanpy pipeline. ...
doi:10.1101/2021.12.12.472307
fatcat:tbl4xq7d7nfu3mpipvmai7rzyu
EVAcon: a protein contact prediction evaluation service
2005
Nucleic Acids Research
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The second one is composed of a query-based system that allows a flexible display of the results. ...
The system is composed of three different modules: One of them provides a fast view of the results through static pages that are regenerated every week. ...
This initial view is composed of static pages that are regenerated every week. ...
doi:10.1093/nar/gki411
pmid:15980486
pmcid:PMC1160172
fatcat:7ffnqv4izbdthdax6me66eq7oy
Multiple scaling behaviour and nonlinear traits in music scores
2017
Royal Society Open Science
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The amount and the character of nonlinear correlations vary from one composer to another. ...
We present a statistical analysis of music scores from different composers using detrended fluctuation analysis (DFA). ...
Markov models, neural networks and generative grammars have been proved to be successful in generating note sequences with musical meaning at short timescales [32] [33] [34] . ...
doi:10.1098/rsos.171282
pmid:29308256
pmcid:PMC5750023
fatcat:kuwxb4kqxjhkfmffuwtnexc4bi
Multiple scaling behavior and nonlinear traits in music scores
[article]
2017
arXiv
pre-print
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The amount and the character of nonlinear correlations vary from one composer to another. ...
We present a statistical analysis of music scores from different composers using detrended fluctuation analysis. ...
Markov models, neural networks and generative grammars have been proven to be successful in generating note sequences with musical meaning at short time scales [32] [33] [34] . ...
arXiv:1708.08982v5
fatcat:3iixvjel4bfrfmxufumsrvy34i
Generating Music using an LSTM Network
[article]
2018
arXiv
pre-print
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Detailed in the paper is a neural network architecture that predicts and generates polyphonic music aligned with musical rules. ...
When analyzed quantitatively and qualitatively, this approach performs well in composing polyphonic music. Link to the code is provided. ...
The idea is to use the trained LSTM and tune the hyperparameters with a, for instance, Q learning algorithm [10] . ...
arXiv:1804.07300v1
fatcat:cob5sit2rvdx3o4no6yrdp7c4i
Ancient Pbx-Hox signatures define hundreds of vertebrate developmental enhancers
2011
BMC Genomics
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In a broader context, our evolutionary analyses reveal that CNEs are composed of tightly linked transcription-factor binding-sites (TFBSs), which can be systematically identified through phylogenetic footprinting ...
Acknowledgements We are indebted to Andrew McCallion and Koichi Kawakami for supplying us with the pGW_cfosEGFP construct, and Reinhard Koester for the r3r5 transgenic zebrafish line. ...
Human, zebrafish and lamprey sequences are aligned with the fugu sequence as a baseline. ...
doi:10.1186/1471-2164-12-637
pmid:22208168
pmcid:PMC3261376
fatcat:tm5whuh52vfwblsaeatxe7wxhu
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