The performance of a purely software-based binary neural network (BNN), with 96.1% accuracy for Modified National Institute of Standards and Technology (MNIST) handwritten digit recognition, was used ...

Two of these hyper-parameters influence the TM architecture while the remaining two impact the learning efficacy. This work focuses on the systematic search for optimal hyper-parameters for the TM and ...