Jay van Zyl @ ecosystem.Ai

Jay van Zyl @ ecosystem.Ai

Artificial Intelligence as a Service – AIaaS

AI is a friendly technology that is here to be accepted without fail and all future products will be based on AI. How AI will be transforming the future of finTech

Nonlinear Computation in Deep Linear Networks

We’ve shown that deep linear networks — as implemented using floating-point arithmetic — are not actually linear and can perform nonlinear computation. We used evolution strategies to find parameters in linear networks that exploit this trait, letting us solve non-trivial problems.

Neural networks consist of stacks of a linear layer followed by

Nonlinear Computation in Deep Linear Networks

We’ve shown that deep linear networks — as implemented using floating-point arithmetic — are not actually linear and can perform nonlinear computation. We used evolution strategies to find parameters in linear networks that exploit this trait, letting us solve non-trivial problems.

Neural networks consist of stacks of a linear layer followed by