Konstantinos Samaras-Tsakiris

https://github.com/invenia/NamedDims.jl - Synaptic matrices have presynaptic neurons and postsynaptic dendritic segments: `{pre_n, post_s}`

Local inhibition is currently a costly nonlinear top-k convolution. Maybe the problem can be decoupled into a quick linear filter and a global top-k like @freemin7 's suggestion. The problem...

Replicate tests from SP paper

1

https://www.frontiersin.org/articles/10.3389/fncom.2017.00111/full

A tester unfamiliar with HTM should try to use this package and note where the docs are incomprehensible, lack critical info, or the interface doesn't make sense. Tester workflow: 1....

https://juliaquant.github.io/MarketData.jl/stable/company_financial_series.html

https://juliastats.org/TimeSeries.jl/stable/getting_started/

https://github.com/Oblynx/htm.jl/blob/421036ce9ee16eb4c6241b8ccf788a4f624daa95/src/dynamical_systems.jl#L240 .rowval is used, which is dangerous as the array slice could potentially be a SparseVector and not a SparseMatrixCSC

Adding single new segments to TM.DistalSynapses is very slow, so maybe cache many segment additions and perform them together.