Building a neural net with horizontal connections and manipulating its 'v1 size' to see its effects on contextual modulations.
We will aim to use the models created by serre-lab.
- hGRU
- fGRU
etc..
relevant papers:
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Mely et al., (2018) Complementary surrounds explain diverse contextual phenomena across visual modalities.
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Linsley et al. (2019) Learning long-range spatial dependencies with horizontal gated recurrent units.