Dataflow Matrix Machines: a Collaborative Research Agenda

[dmm]

I am trying to organize new collaborations, so I've created a list of various interdisciplinary topics related to DMMs (this is the second version of this list, August 2020): www.cs.brandeis.edu/~bukatin/dmm-collaborative-research-agenda.pdf

The key topics are

• functional reactive programming and program synthesis
• compositional metalearning
• dynamical systems
• trade-offs between synchronous and async
• trade-offs between flexibility and parallelization
• fuzzy paraconsistent logic and bicontinuous domains
• probabilistic programming
• real-time visual animation via composition of unit generators
• interplay between DMMs and Transformers