Artificial intelligence researchers have long used games to train their machine learning algorithms. A team of researchers at Microsoft has recently cracked another game, this time creating a novel artificial intelligence system that can get a maximum score on the notoriously difficult video game Ms. Pac-Man.
 Quantized Neural Networks for FPGA InferenceSponsored by Intel Implementing a low precision network in FPGA hardware for efficient inferencing provides numerous advantages when it comes to meeting demanding specifications. The increased flexibility allows optimization of throughput, overall power consumption, resource usage, device size, TOPs/watt, and deterministic latency. These are important benefits where scaling and efficiency are inherent requirements of the application. |
