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Interview: Algorithms Researcher
about to complete PhD in neuromorphic enginering
experience in recent and potentially interesting future developments in the field
familiar with taking orthogonal approaches due to the nature of events
worked on Loihi for the past 1.5 years
authored several software packages
Lenz et al. 2020
Lenz et al. in preparation
Maro & Lenz 2019
Questions
online learning only? graph search, CO, RL, VSA, control...
collaborations possible?
Lava co-development
how close to biology is desirable?
scale: does it make sense to start bigger
Lenz et al. 2020
Lenz et al. in preparation
Maro & Lenz 2019
Challenge
robust approach to feature learning are disentangled causal factors
modularized (shallow?) knowledge representations
interaction to guide compartmentalisation of knowledge
hierarchies of representations, world primitives vs. higher level features
Lenz et al. 2020
Lenz et al. in preparation
Maro & Lenz 2019
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