def ufcnn_model_concat(sequence_length=5000,
                       features=1,
                       nb_filter=150,
                       filter_length=5,
                       output_dim=1,
                       optimizer='adagrad',
                       loss='mse',
                       regression = True,
                       class_mode=None,
                       activation="softplus",
                       init="lecun_uniform"):
    #model = Graph()