Challenges / Olfactory Cocktail Party

Status New
Type Industrial
Start 2015-02-25 02:00:00 CET
End 2015-03-31 02:00:00 CET

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Task

We are currently conducting research on the applications of highly-neural (non ML) cortical algorithms to learn from and predict these data, and for comparison have have applied a number of ML techniques (including SVMs, logistic regression and ANN/RBMs). The problems posed have, for us, been better solved by neural systems than any ML models we have tried, when both are comparably optimized. Our goal is to systematically assess and compare the robustness of various neural and machine learning prediction models, to assess is a neural model is more appropriate to solving this problem.
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