Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In recent years, accumulating evidence suggests that astrocytes type glial cells do much more than supporting neurons. In fact, it is shown that astrocytes communicate, influence and modulate neurons activity, and thus directly affect the information processing in the CNS. In the present article  propose to implement such a modulation in the standard self-organizing map (SOM).  introduce an interactive adaptation/correction behavior by involving SOM's internal structure in the learning process, allowing the final ight distribution to be invariant to the initial conditions and free of any folding effect due to the ll known border effect problem in standard SOM.
['Kirmene Marzouki', 'Takeshi Yamakawa']
I am writing a research paper on a idea Exploring Standard Self-Organizing Map Internal Structure in the Learning
[{"from": "human", "value": "I am writing a research paper on a idea Exploring Standard Self-Organizing Map Internal Structure in the Learning"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In recent years, accumulating evidence suggests that astrocytes type glial cells do much more than supporting neurons. In fact, it is shown that astrocytes communicate, influence and modulate neurons activity, and thus directly affect the information processing in the CNS. In the present article  propose to implement such a modulation in the standard self-organizing map (SOM).  introduce an interactive adaptation/correction behavior by involving SOM's internal structure in the learning process, allowing the final ight distribution to be invariant to the initial conditions and free of any folding effect due to the ll known border effect problem in standard SOM."}]