Multi-Digit Recognition Using a Space Displacement Neural Network

@inproceedings{Matan1991MultiDigitRU,
  title={Multi-Digit Recognition Using a Space Displacement Neural Network},
  author={Ofer Matan and Christopher J. C. Burges and Yann LeCun and John S. Denker},
  booktitle={NIPS},
  year={1991}
}
We present a feed-forward network architecture for recognizing an unconstrained handwritten multi-digit string. This is an extension of previous work on recognizing isolated digits. In this architecture a single digit recognizer is replicated over the input. The output layer of the network is coupled to a Viterbi alignment module that chooses the best interpretation of the input. Training errors are propagated through the Viterbi module. The novelty in this procedure is that segmentation is… CONTINUE READING
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