Hyuntae Ju

Hardware Acceleration of Probabilistic Computing for Max-Cut Problems

A systematic cross-platform evaluation of p-bit-based Max-Cut solvers on CPU, GPU, and FPGA platforms under a common computational framework is presented and a connectivity-aware throughput metric based on the maximum node degree is introduced to account for topology-dependent synaptic workloads and enable more meaning...