Before revision:  In this work we examine three different deep learning models aiming at an automated neuronal cell-type classification and compare their performance. Experimental analysis demonstrates the efficacy and potent capabilities for each one of the proposed schemes .
After revision:  In this work we examine three different deep learning models and demonstrate that our method can achieve automated classification of neuronal cell types with unprecedented accuracy .