Pascal,
You are right , synaptic connections are unidirectional, however there
seems to be a high probability of bidirectional connections. at different
distances

Found an interesting article on synaptic connections .
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1054880/




On Sun, Aug 2, 2015 at 2:44 AM, Pascal Weinberger <[email protected]
> wrote:

> Well that's how it is in biology as well...
> Despite of gap-junctions all synapses are one directional.
> This is also logically sensical, as one feature can predict another while
> the other does not necessarily mean the first one is present. You want to
> learn these connections separately.
>
> On a high level you may draw the analogy that 'Car' implies 'seat'; but
> 'seat' does not necessarily  (or with the same strength) imply 'car'...
> On Aug 2, 2015 4:26 AM, "Chandan Maruthi" <[email protected]>
> wrote:
>
>> Is a Nupic synaptic connection 2 way? Or is it one way by default and has
>> to explicitly be trained to learn a new connection back.
>>
>>
>> So cell a on column a1 connected to cell b on column b1 does not
>> automatically mean activation of b will result in prediction of a right?
>>
>> I see why it is so, but it seems inefficient , doesn't it?
>>
>>
>>
>> --
>> Regards
>> Chandan Maruthi
>>
>>
>>


-- 
Regards
Chandan Maruthi

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