useful-transformers
htm.core
| useful-transformers | htm.core | |
|---|---|---|
| 2 | 1 | |
| 320 | 145 | |
| 12.5% | 0.7% | |
| 5.7 | 4.4 | |
| 28 days ago | 3 months ago | |
| C++ | C++ | |
| GNU General Public License v3.0 only | GNU Affero General Public License v3.0 |
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useful-transformers
htm.core
-
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
What are some alternatives?
FastDeploy - ⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.
chess-deep-rl-cpp - C++ version of my chess-deep-rl project. WIP
CTranslate2 - Fast inference engine for Transformer models
cppflow - Run TensorFlow models in C++ without installation and without Bazel
bergamot-translator - Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.
ITK - Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.
iNeural - A library for creating Artificial Neural Networks, for use in Machine Learning and Deep Learning algorithms.
AnoGraph - Sketch-Based Anomaly Detection in Streaming Graphs
Seayon - Open source Neural Network library in C++
MStream - Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.
Augustus - Genome annotation with AUGUSTUS