Joseph F. Murray

Srinivas C. Turaga, Joseph F. Murray, Viren Jain, Fabian Roth, Moritz Helmstaedter, Kevin L. Briggman, Winfried Denk, H. Sebastian Seung: Convolutional Networks Can Learn to Generate Affinity Graphs for Image Segmentation. Neural Computation 22(2): 511-538 (2010)

Joseph F. Murray, Kenneth Kreutz-Delgado: Visual Recognition and Inference Using Dynamic Overcomplete Sparse Learning. Neural Computation 19(9): 2301-2352 (2007)

Joseph F. Murray, Kenneth Kreutz-Delgado: Learning Sparse Overcomplete Codes for Images. VLSI Signal Processing 46(1): 1-13 (2007)

Viren Jain, Joseph F. Murray, Fabian Roth, Srinivas C. Turaga, Valentin P. Zhigulin, Kevin L. Briggman, Moritz Helmstaedter, Winfried Denk, H. Sebastian Seung: Supervised Learning of Image Restoration with Convolutional Networks. ICCV 2007: 1-8

Joseph F. Murray, Kenneth Kreutz-Delgado: Learning Sparse Overcomplete Codes for Images. VLSI Signal Processing 45(1-2): 97-110 (2006)

Joseph F. Murray, Gordon F. Hughes, Kenneth Kreutz-Delgado: Machine Learning Methods for Predicting Failures in Hard Drives: A Multiple-Instance Application. Journal of Machine Learning Research 6: 783-816 (2005)

Gordon F. Hughes, Joseph F. Murray: Reliability and security of RAID storage systems and D2D archives using SATA disk drives. TOS 1(1): 95-107 (2005)

Kenneth Kreutz-Delgado, Joseph F. Murray, Bhaskar D. Rao, Kjersti Engan, Te-Won Lee, Terrence J. Sejnowski: Dictionary Learning Algorithms for Sparse Representation. Neural Computation 15(2): 349-396 (2003)

Gordon F. Hughes, Joseph F. Murray, Kenneth Kreutz-Delgado, Charles Elkan: Improved disk-drive failure warnings. IEEE Transactions on Reliability 51(3): 350-357 (2002)