Exploring Parallelism in FPGA-Based Accelerators for Machine Learning Applications

Sed Centeno, Christopher Sprague, Arnab A Purkayastha +2

Speculative backpropagation has emerged as a promising technique to accelerate the training of neural networks by overlapping the forward and backward passes. Leveraging speculativ…