D. A. Ivanov, “Hardware for neural networks”, Intelligent systems. Theory and applications, 2022, Volume 26, Issue 1,Pages <nobr>220

Part 5. Artificial neural networks and machine intelligence

Hardware for neural networks

D. A. Ivanov^ab

^a Lomonosov Moscow State University, Faculty of CMC
^b Neuromorphic Computing Group, PI Cifrum, Rosatom

Abstract: The current success in the field of neural networks is largely due to the availability of a sufficient amount of hardware resources. The paper analyzes the main modern hardware solutions for AI (CPU, GPU, TPU), considers their advantages and disadvantages.

Keywords: GPU, TPU, hardware, neural networks.