no code implementations • 30 Mar 2021 • James Clift, Daniel Murfet, James Wallbridge
We re-evaluate universal computation based on the synthesis of Turing machines.
1 code implementation • ICLR 2020 • James Clift, Dmitry Doryn, Daniel Murfet, James Wallbridge
We introduce the 2-simplicial Transformer, an extension of the Transformer which includes a form of higher-dimensional attention generalising the dot-product attention, and uses this attention to update entity representations with tensor products of value vectors.
1 code implementation • 29 Feb 2020 • James Wallbridge
We introduce a new deep learning architecture for predicting price movements from limit order books.
no code implementations • 2 Sep 2019 • James Clift, Dmitry Doryn, Daniel Murfet, James Wallbridge
We introduce the $2$-simplicial Transformer, an extension of the Transformer which includes a form of higher-dimensional attention generalising the dot-product attention, and uses this attention to update entity representations with tensor products of value vectors.