Sitting in NuPIC issues here; https://github.com/numenta/nupic/issues/2483
An equivalent issue doesn't look like it's been raised in core though. I
know I was awaiting/watching movement in NuPIC to tackle this in the Core.

On Wed, Oct 14, 2015 at 5:43 PM, cogmission (David Ray) <
[email protected]> wrote:

> Yes, I know we talked about removing empty synapses which attribute to the
> overall synapse count, but I can't tell you whether it is in github or not
> and if it is slated to be worked on? I think I did implement it in HTM.java
> though...
>
> On Wed, Oct 14, 2015 at 11:23 AM, Richard Crowder <[email protected]>
> wrote:
>
>> Chetan increased the ranges a while back (June) in this commit
>> https://github.com/numenta/nupic.core/commit/54c1ab975f784971637bf866582de9f49e8c0f87#diff-dff563d2b4cacf6184c85c53ed96cf75
>> The defaults could be increased. If you need the indicies types changing to
>> larger types, we may need to look at the serialization (?). Worth trying to
>> change those locally Jos. I can help out if needed.
>>
>> nupic.audio is currently (stalled due to my Windows porting work)
>> intended to use core only btw. The genre classification being the most
>> fleshed out so far. But not using SP & TM in earnest yet.
>>
>> David, I do believe an issue was raised to cull synapse empty segments.
>>
>> Regards, Richard.
>>
>> On Wed, Oct 14, 2015 at 5:21 PM, cogmission (David Ray) <
>> [email protected]> wrote:
>>
>>> RE: Orphan Synapses - Did we create the issue and implement it - that
>>> deals with segment removal once all synapses have been culled? I mentioned
>>> this before and now it seems we have a real-life customer who bumped up
>>> against this issue?
>>>
>>> On Wed, Oct 14, 2015 at 11:08 AM, Matthew Taylor <[email protected]>
>>> wrote:
>>>
>>>> Jos, is your code available? If not, can you push it to github? I would
>>>> love to see how you are utilizing the C++ only parts of NuPIC (nupic.core).
>>>> As far as I know, no one else is doing this right now (correct me if I am
>>>> wrong, community!)
>>>>
>>>> Regards,
>>>>
>>>> ---------
>>>> Matt Taylor
>>>> OS Community Flag-Bearer
>>>> Numenta
>>>>
>>>> On Wed, Oct 14, 2015 at 8:53 AM, Jos Theelen <[email protected]> wrote:
>>>>
>>>>> My temporal memory (or better the connections in it) throws an
>>>>> exception: cannot create synapse: segment has reached maximum number of
>>>>> synapses. I looked around if anybody else has had this problem, but found
>>>>> nothing. I work with a 32 bit C++ program, made from the nupic.core
>>>>> sources. The parameters I used are the same as for the hotgym-example, 
>>>>> that
>>>>> gave no problems.
>>>>>
>>>>> I am now trying different parameters for the temporal memory, but I
>>>>> have no idea which ones I should change. Can somebody say what could be 
>>>>> the
>>>>> reason for this exception?
>>>>>
>>>>>
>>>>
>>>
>>>
>>> --
>>> *With kind regards,*
>>>
>>> David Ray
>>> Java Solutions Architect
>>>
>>> *Cortical.io <http://cortical.io/>*
>>> Sponsor of:  HTM.java <https://github.com/numenta/htm.java>
>>>
>>> [email protected]
>>> http://cortical.io
>>>
>>
>>
>
>
> --
> *With kind regards,*
>
> David Ray
> Java Solutions Architect
>
> *Cortical.io <http://cortical.io/>*
> Sponsor of:  HTM.java <https://github.com/numenta/htm.java>
>
> [email protected]
> http://cortical.io
>

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