Neural network signal processor for magnetic storage channels

Data processing: artificial intelligence – Neural network – Learning task

Patent

Rate now

  [ 0.00 ] – not rated yet Voters 0   Comments 0

Details

G06F 1518

Patent

active

059787821

ABSTRACT:
A neural network based signal processor for a magnetic storage channel, such as a magnetic disk drive for a computer, uses a multiple layer perceptron neural network to perform the symbol sequencing detection, equalization and decoding of information signals retrieved from the magnetic storage medium.

REFERENCES:
patent: 5594597 (1997-01-01), Padden
patent: 5699487 (1997-12-01), Richardson
Diegert, Out-of-core backpropagation, IJCNN, pp. 97-103, Jun. 21, 1990.
Coker et al., Implementation of PRML in a rigid disk drive, IEEE transactions on magnetics, pp. 4538-4543, Jun. 15, 1991.
Patel, A new digital signal processing channel for data storage products, IEEE Transactions on Magnetics, pp. 4579-4584, Jun. 15, 1991.
Cideciyan et al., A PRML system for digital magnetic recording, IEEE journal, pp. 38-56, Jan. 1992.
Lee, Neural Net equalization for a magnetic recording channel, Conference record of the 27th Asilomar conference on signals, systems and computers, pp. 369-374, Nov. 3, 1993.
Nair et al., Improved equalization for digital recording using non-linear filtering and error confinement, IEEE transactions on Magnetics, pp. 4221-4223, Jun. 23, 1994.
Nair, Modeling and simulation of advanced read channels, IEEE transactions on magnetics, pp. 4056-4058, Apr. 16, 1993.
Sapthotharan K. Nair and Jaekyun Moon, "Simplified Nonlinear Equalizers", Transactions on Magnetics, vol. 31, No. 6, Nov. 1995, pp. 3051-3053.

LandOfFree

Say what you really think

Search LandOfFree.com for the USA inventors and patents. Rate them and share your experience with other people.

Rating

Neural network signal processor for magnetic storage channels does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Neural network signal processor for magnetic storage channels, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Neural network signal processor for magnetic storage channels will most certainly appreciate the feedback.

Rate now

     

Profile ID: LFUS-PAI-O-2149637

  Search
All data on this website is collected from public sources. Our data reflects the most accurate information available at the time of publication.