Michael Bieg

Computational Primes: A Systematic Framework for Partitioning Neural Network Computation Across Analog and Digital Domains

Twelve irreducible operations (P1-P12) with known physical implementations, and four without, as a basis for deciding which parts of a neural network belong in the analog domain. 114 algorithms are factored into these primes; the paper builds a compiler that decomposes a compute graph, assigns each prime to a domain, f...