htm.core
MStream
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htm.core | MStream | |
---|---|---|
1 | 3 | |
144 | 105 | |
2.1% | 5.7% | |
4.4 | 3.7 | |
2 months ago | 4 months ago | |
C++ | C++ | |
GNU Affero General Public License v3.0 | Apache License 2.0 |
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htm.core
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How Computationally Complex Is a Single Neuron?
OK I am still parsing the pre-print, but their approach seems very interesting. And equally interesting would be to see what happens if you apply HTM [1] to the same inputs model, _e.g._:
> We next applied our paradigm to a morphologically and electrically complex detailed biophysical compartmental model of a 3D reconstructed layer 5 cortical pyramidal cell (L5PC) from rat somatosensory cortex (Fig. 2A). The model is equipped with complex nonlinear membrane properties, a somatic spike generation mechanism and an excitable apical nexus capable of generating calcium spikes
[1] https://github.com/htm-community/htm.core
MStream
What are some alternatives?
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OSQuery - SQL powered operating system instrumentation, monitoring, and analytics.
MemStream - MemStream: Memory-Based Streaming Anomaly Detection
bergamot-translator - Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Seayon - Open source Neural Network library in C++
roc-toolkit - Real-time audio streaming over the network.