PROSPECTIVE HARDWARE IMPLEMENTATION OF THE CHIR NEURAL NETWORK ALGORITHM

I review the recently developed Choice of Internal Representations (CHIR) training algorithm for multi-layer perceptrons, with an emphasis on relevant properties for hardware implementation. A comparison to the common error back-propagation algorithm shows that there are potential advantages in realizing CHIR in hard- ware.