Accelerating Machine-Learning Algorithms on FPGAs using Pattern-Based Decomposition

Encoded pattern classification using con

Encoded pattern classification using constructive learning algorithms based on learning vector quantization

✍ C.N.S. Ganesh Murthy; Y.V. Venkatesh 📂 Article 📅 1998 🏛 Elsevier Science 🌐 English ⚖ 293 KB

A novel encoding technique is proposed for the recognition of patterns using four different techniques for training artificial neural networks (ANNs) of the Kohonen type. Each template or model pattern is overlaid on a radial grid of appropriate size, and converted to a two-dimensional feature array