What are the ongoing research directions in the field of Transformer architectures?

Feb 5, 2021 ... Embedding weight matrix. One option is to initialize it with pre-trained embeddings and keep it fixed, in which case it's really just a lookup ... Aug 14, 2023 ... Types of Transformers · Ideal Transformer: An ideal transformer is a theoretical concept where the primary and secondary windings are perfectly ... Jan 9, 2024 ... A transformer is a type of artificial intelligence ... Its core uses Transformers, connecting each output and input element dynamically. Aug 30, 2022 ... Dry-type transformers are normally cooled by air. The following two transformer cooling methods are adopted in dry-type transformers. Nov 5, 2024 ... No matter the type of fluid that your transformers are using, it is ... How to Tell if Your Oil its Doing Its Job. Schedule Oil Testing ... Mar 30, 2024 ... Get detailed insight into transformer oil, and know its testing, types, and properties. Click to know which oil is best for your ... Instrument transformers are designed to step down large voltages and currents at a fixed, known proportion. The two most common types of instrument transformers ... The table below shows common types of transformers used on the electrical grid. Transformer Type, Voltage, Turns ratio, Current, Power. Step down, input ( ... Eaton, a key innovator and supplier in this expanding market, is proud to offer its Cooper Power series Envirotran transformers specifically designed for solar ... Thus it's easy for users to visually monitor the current conduction in a line. The LED is protected by an anti-parallel diode or by its connection in series.