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Episode 26: Sugandha Sharma, MIT, on biologically inspired neural architectures, how memories can be implemented, and control theory

Generally Intelligent

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How Do You Characterize the Network Strengths and Recommendations?

There are two main tools, right? Numerics and analytics. One is to look at the performance and behavior of the network based on numerical simulations that you're conducting. The second is to kind of understand, in theory, why would you expect the network to behave in this way, right? And that involves a lot of mathematics. So for instance, I used some ideas from information theory to kind of tell how much information the network should be storing.

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