Some afterthoughts on Hopfield networks
Šíma, J., Orponen, P., & Antti-Poika, T. (1999). Some afterthoughts on Hopfield networks. In J. Pavelka, G. Tel, & M. Bartošek (Eds.), SOFSEM'99: Theory and Practice of Informatics (pp. 459-469). Springer-Verlag. Lecture Notes in Computer Science, 1725. https://doi.org/10.1007/3-540-47849-3_34
Julkaistu sarjassa
Lecture Notes in Computer SciencePäivämäärä
1999Tekijänoikeudet
© Springer-Verlag Berlin Heidelberg 1999
In the present paper we investigate four relatively independent issues, which complete our knowledge regarding the computational aspects of popular Hopfield nets. In Section 2 of the paper, the computational equivalence of convergent asymmetric and Hopfield nets is shown with respect to network size. In Section 3, the convergence time of Hopfield nets is analyzed in terms of bit representations. In Section 4, a polynomial time approximate algorithm for the minimum energy problem is shown. In Section 5, the Turing universality of analog Hopfield nets is studied.
Julkaisija
Springer-VerlagEmojulkaisun ISBN
3-540-66694-XKonferenssi
International Conference on Current Trends in Theory and Practice of Computer ScienceKuuluu julkaisuun
SOFSEM'99: Theory and Practice of InformaticsISSN Hae Julkaisufoorumista
0302-9743Asiasanat
Julkaisu tutkimustietojärjestelmässä
https://converis.jyu.fi/converis/portal/detail/Publication/14790470
Metadata
Näytä kaikki kuvailutiedotKokoelmat
Lisenssi
Samankaltainen aineisto
Näytetään aineistoja, joilla on samankaltainen nimeke tai asiasanat.
-
Unsupervised network intrusion detection systems for zero-day fast-spreading network attacks and botnets
Vahdani Amoli, Payam (University of Jyväskylä, 2015)Today, the occurrence of zero-day and complex attacks in high-speed networks is increasingly common due to the high number vulnerabilities in the cyber world. As a result, intrusions become more sophisticated and fast ... -
On data mining applications in mobile networking and network security
Zolotukhin, Mikhail (University of Jyväskylä, 2014) -
Doctoral Networks and Networking in Finland : A Brief History
von Bonsdorff, Pauline (Aalto ARTS Books, 2017) -
European Network of Public Employment Services Mutual Learning : PES Network Seminar ‘Career Guidance and Lifelong Learning’ 28-29 June 2017. Discussion Paper
Arnkil, Robert; Spangar, Timo; Vuorinen, Raimo (European Commission, 2017) -
Analysis of network rumor dissemination and control mechanisms on Chinese social network : Sina Weibo
Li, Mingmei (2016)The social network has become a major source of information. The openness and swiftness of the network bring instant accessing to both true and false information. Sometimes the false information such as network rumors can ...
Ellei toisin mainittu, julkisesti saatavilla olevia JYX-metatietoja (poislukien tiivistelmät) saa vapaasti uudelleenkäyttää CC0-lisenssillä.