Structure in neural population recordings: an expected byproduct of simpler phenomena?

The present result reminds us that care should be taken when interpreting the population representations found by these methods: in some cases, these representations may be significant indication of collective population codes hidden at the single-neuron level, while in other cases they may be simply a redescription of single-neuron tuning.

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