6 ms·
This doesn't seem simple to me. A fully connect external coordinator, helping to determine which preexisting central weightings can be re-used for the specific
by sadness2 7y ago
This doesn't seem simple to me. A fully connect external coordinator, helping to determine which preexisting central weightings can be re-used for the specific task at hand, which tasks need to be redirected to less well-trained networks, and which need novel training, with the final prediction being an amalgamation of all results. Just the idea of trying to design a DL network with similar properties blows my mind!
- strainer 7y agoFurther to this picture, in recent years the processing potential of extensive microtubule networks which feature in all cells, and can have special characteristics in nerve cells is beginning to be recognised: > Microtubules are major architectural elements without which the neuron could not achieve or maintain its exaggerated shape. In addition to serving as structural elements, microtubules are railways along which molecular motor proteins convey cargo. Microtubule arrays in axons, dendrites, growth cones, and migratory neurons are tightly organized with respect to the intrinsic polarity of the microtubule, which is relevant to both its assembly and transport properties. Vibrant research is being conducted on the mechanisms by which microtubules are organized in different compartments of the neuron, how microtubule dynamics and stability are regulated, and the orchestration of microtubule-based transport of organelles and proteins. While all of this is surely enough to cause one to marvel, we cannot avoid pondering - what other work might microtubules do for neurons? Microtubules as neuron information carriers: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3979999/ https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3979999/