Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A single cell theory for the development of selectivity and ocular dominance in visual cortex has been presented previously by Bienenstock, Cooper and Munro. This has been extended to a network applicable to layer IV of visual cortex.   present a mean field approximation that captures in a fairly transparent manner the qualitative, and many of the quantitative, results of the network theory. Finally,  consider the application of this theory to artificial neural networks and show that a significant reduction in architectural complexity is possible.
['Christopher L. Scofield']
I am writing a research paper on a idea A Mean Field Theory of Layer IV of Visual Cortex and Its Application to Artificial Neural Networks
[{"from": "human", "value": "I am writing a research paper on a idea A Mean Field Theory of Layer IV of Visual Cortex and Its Application to Artificial Neural Networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A single cell theory for the development of selectivity and ocular dominance in visual cortex has been presented previously by Bienenstock, Cooper and Munro. This has been extended to a network applicable to layer IV of visual cortex.   present a mean field approximation that captures in a fairly transparent manner the qualitative, and many of the quantitative, results of the network theory. Finally,  consider the application of this theory to artificial neural networks and show that a significant reduction in architectural complexity is possible."}]