Neural network-based character recognition using MATLAB. The algorithm does not rely on external ML modules, and is rigorously defined from scratch. A report is included which explains the theory, algorithm performance comparisons, and hyperparameter optimization.
matlab neural-networks hyperparameter-optimization character-recognition stochastic-gradient-descent softmax-classifier cross-entropy-loss softplus
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Updated
Aug 19, 2021 - MATLAB