2 papers
cs.NE2017
Dataflow Matrix Machines and V-values: a Bridge between Programs and Neural Nets
Michael Bukatin, Jon Anthony
1) Dataflow matrix machines (DMMs) generalize neural nets by replacing streams of numbers with linear streams (streams supporting linear combinations), allowing arbitrary input and…
cs.NE2017
Dataflow Matrix Machines as a Model of Computations with Linear Streams
Michael Bukatin, Jon Anthony
We overview dataflow matrix machines as a Turing complete generalization of recurrent neural networks and as a programming platform. We describe vector space of finite prefix trees…