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Article #9168Survey on QM in (machine) learning
From: Dan Ventura
Date: Thu, 19 Jun 1997 00:00
Date: Thu, 19 Jun 1997 00:00
42 lines
2454 bytes
2454 bytes
I am preparing to write a survey paper on the use of quantum mechanical ideas (c.f. quantum computation) in (machine or artificial) learning. Below are the papers relating to this topic that I have been able to dig up. The list is quite small and any other related references would be greatly appreciated. I would of course be glad to compile the final list (if it changes) for any one interested. Please send comments or input to the email address below. Thanks. Behrman, Steck, and Skinner, "A Quantum Dot Neural Network", submitted to IEEE Trans on NN. Bshouty and Jackson, "Learning DNF over the Uniform Distribution using a Quantum Example Oracle", Proc. of COLT95, 118-127, 1995. Menneer and Narayanan, "Quantum-Inspired Neural Networks", technical report R329, Department of Computer Science, University of Exeter, 1995. Perus, "Neuro-Quantum Parallelism in Brain-Mind and Computers", Informatica 20, 173-183, 1996. Purushothaman and Karayiannis, "Quantum Neural Networks (QNN's): Inherently Fuzzy Feedforward Neural Networks", IEEE Trans on NN 8(3), 679-693, May 1997. Ventura and Martinez, "An Artificial Neuron with Quantum Mechancial Properties", Proc. of ICANNGA97, to appear, 1997. Ventura and Martinez, "Quantum Feature Selection in Artificial Neural Networks", preprint. Ventura and Martinez, "Quantum Associative Memory with Exponential Capacity", preprint. -- Dan Ventura | email: dan@axon.cs.byu.edu Computer Science Department | fax: (801) 378-7775 Brigham Young University | phone: (801) 378-5498 Provo, UT 84602 | web: http://axon.cs.byu.edu/~dan
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X-Google-Language: ENGLISH,ASCII-7-bit X-Google-Thread: 10b271,dee99db2ead036de,start X-Google-Attributes: gid10b271,public X-Google-Thread: 10d04f,dee99db2ead036de,start X-Google-Attributes: gid10d04f,public X-Google-Thread: 1045ed,dee99db2ead036de,start X-Google-Attributes: gid1045ed,public X-Google-Thread: f8362,dee99db2ead036de,start X-Google-Attributes: gidf8362,public X-Google-Thread: 10461e,dee99db2ead036de,start X-Google-Attributes: gid10461e,public From: Dan Ventura <dan@axon.cs.byu.edu> Subject: Survey on QM in (machine) learning Date: 1997/06/19 Message-ID: <33A97D50.5D0B@axon.cs.byu.edu> X-Deja-AN: 251254994 Distribution: inet Organization: Brigham Young University Newsgroups: comp.ai,comp.ai.neural-nets,comp.theory,sci.physics,bionet.neuroscience