基本信息
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Career Trajectory
Bio
Decebal short-term research interest is to conceive scalable deep artificial neural network models and their corresponding learning algorithms using principles from network science, evolutionary computing, optimization and neuroscience. Such models shall have sparse and evolutionary connectivity, make use of previous knowledge, and have strong generalization capabilities to be able to learn, and to reason, using few examples in a continuous and adaptive manner.
Most science carried out throughout human evolution uses the traditional reductionism paradigm, which even if it is very successful, still has some limitations. Aristotle wrote in Metaphysics “The whole is more than the sum of its parts”. Inspired by this quote, in long term, Decebal would like to follow the alternative complex systems paradigm and study the synergy between artificial intelligence, neuroscience, and network science for the benefits of science and society.
Most science carried out throughout human evolution uses the traditional reductionism paradigm, which even if it is very successful, still has some limitations. Aristotle wrote in Metaphysics “The whole is more than the sum of its parts”. Inspired by this quote, in long term, Decebal would like to follow the alternative complex systems paradigm and study the synergy between artificial intelligence, neuroscience, and network science for the benefits of science and society.
Research Interests
Papers共 91 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
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引用量
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期刊级别
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合作机构
Interspeech 2024pp.4488-4492, (2024)
arxiv(2024)
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0
Boqian Wu,Qiao Xiao,Shunxin Wang, Nicola Strisciuglio,Mykola Pechenizkiy, Maurice van Keulen,Decebal Constantin Mocanu,Elena Mocanu
arxiv(2024)
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Calarina Muslimani,Bram Grooten, Deepak Ranganatha Sastry Mamillapalli,Mykola Pechenizkiy,Decebal Constantin Mocanu,Matthew E. Taylor
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International Conference on Artificial Intelligence and Statisticspp.3952-3960, (2024)
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Qiao Xiao,Boqian Wu,Lu Yin, Christopher Neil Gadzinski,Tianjin Huang,Mykola Pechenizkiy,Decebal Constantin Mocanu
arxiv(2024)
Cited0Views0Bibtex
0
0
arXiv (Cornell University) (2024)
European Conference on Machine Learningpp.3-20, (2024)
European Conference on Artificial Intelligencepp.2669-2676, (2024)
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Author Statistics
#Papers: 94
#Citation: 2460
H-Index: 24
G-Index: 49
Sociability: 5
Diversity: 0
Activity: 2
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