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PUBLICATIONS

Author Title Journal Volume Page Year Publisher
Murayama & Davis Rate Distortion Codes in Sensor Networks: A System-level Analysis Advances in Neural Information Processing Systems 18 in press 2006 MIT Press
Murayama Message Passing Algorithm That Nearly Achieves the Rate Distortion Function for Random Sequences Progress of Theoretical Physics Supplement 157 241-245 2005 JPSJ
Murayama (Tutorial) A Statistical Mechanics Approach to Data Compression The Journal of the Institute of Electronics, Information and Communication Engineers 88(9) 703-707 2005 IEICE
Murayama Thouless-Anderson-Palmer approach for lossy compression Physical Review E 69 35105( R ) 2004 APS
Murayama & Okada One step RSB scheme for the rate distortion function Journal of Physics A: Mathematical and General 36 11123-11130 2003 IOP
Murayama & Okada Rate Distortion Function in the Spin Glass State: A Toy Model Advances in Neural Information Processing Systems 15 423-430 2003 MIT Press
Murayama & Ohira Statistical mechanics of network information theory The IEICE Transactions on Information and Systems, PT.2 J85-DII(3) 725-734 2002 IEICE
Murayama (10th Best download) Statistical mechanics of the data compression theorem Journal of Physics A: Mathematical and General 35 L95-L100 2002 IOP
Murayama & Kabashima (Tutorial) Spin glass theory and machine learning Jounal of the Japanese Society for Artificial Intelligence 16(5) 683-688 2001 JSAI
Murayama, Kabashima, Saad & Vicente Statistical physics of regular low-density parity-check error-correcting codes Physical Review E 62 1577-1591 2000 APS
Kabashima, Murayama, Saad & Vicente Regular and Irregular Gallager-type Error-Correcting Codes Advances in Neural Information Processing Systems 12 272-278 2000 MIT Press
Kabashima, Murayama & Saad Cryptographical properties of Ising spin systems Physical Review Letters 84 2030-2033 2000 APS
Kabashima, Murayama & Saad Typical performance of Gallager-type error-correcting codes Physical Review Letters 84 1355-1358 2000 APS