diff --git a/bluepyopt/ephys/morphologies.py b/bluepyopt/ephys/morphologies.py
index 27cbc1ec..0ba6a6ac 100644
--- a/bluepyopt/ephys/morphologies.py
+++ b/bluepyopt/ephys/morphologies.py
@@ -57,6 +57,8 @@ def __init__(
             do_set_nseg=True,
             comment='',
             replace_axon_hoc=None,
+            axon_stub_length=60,
+            axon_nseg_frequency=40,
             nseg_frequency=40,
             morph_modifiers=None,
             morph_modifiers_hoc=None,
@@ -74,6 +76,8 @@ def __init__(
                 python, replace_axon is used instead. Must include
                 'proc replace_axon(){ ... }
                 If None,the default replace_axon is used
+            axon_stub_length (float): Length of replacement axon
+            axon_nseg_frequency (int): frequency of nseg, for axon
             nseg_frequency (float): frequency of nseg
             do_set_nseg (bool): if True, it will use nseg_frequency
             morph_modifiers (list): list of functions to modify the icell
@@ -90,6 +94,8 @@ def __init__(
             morphology_path = str(morphology_path)
         self.morphology_path = morphology_path
         self.do_replace_axon = do_replace_axon
+        self.axon_stub_length = axon_stub_length
+        self.axon_nseg_frequency = axon_nseg_frequency
         self.do_set_nseg = do_set_nseg
         self.nseg_frequency = nseg_frequency
         self.morph_modifiers = morph_modifiers
@@ -155,7 +161,9 @@ def instantiate(self, sim=None, icell=None):
             self.set_nseg(icell)
 
         if self.do_replace_axon:
-            self.replace_axon(sim=sim, icell=icell)
+            self.replace_axon(sim=sim, icell=icell,
+                              axon_stub_length=self.axon_stub_length,
+                              axon_nseg_frequency=self.axon_nseg_frequency)
 
         if self.morph_modifiers is not None:
             for morph_modifier in self.morph_modifiers:
@@ -172,7 +180,8 @@ def set_nseg(self, icell):
             section.nseg = 1 + 2 * int(section.L / self.nseg_frequency)
 
     @staticmethod
-    def replace_axon(sim=None, icell=None):
+    def replace_axon(sim=None, icell=None,
+                     axon_stub_length=60, axon_nseg_frequency=40):
         """Replace axon"""
 
         nsec = len([sec for sec in icell.axonal])
@@ -187,8 +196,10 @@ def replace_axon(sim=None, icell=None):
             sim.neuron.h.distance(0, 0.5, sec=icell.soma[0])
 
             for section in icell.axonal:
-                # If distance to soma is larger than 60, store diameter
-                if sim.neuron.h.distance(1, 0.5, sec=section) > 60:
+                # If distance to soma is larger than
+                # axon_stub_length, store diameter
+                if sim.neuron.h.distance(1, 0.5, sec=section) \
+                        > axon_stub_length:
                     ais_diams[1] = section.diam
                     break
 
@@ -199,8 +210,8 @@ def replace_axon(sim=None, icell=None):
         sim.neuron.h.execute('create axon[2]', icell)
 
         for index, section in enumerate(icell.axon):
-            section.nseg = 1
-            section.L = 30
+            section.L = axon_stub_length / 2
+            section.nseg = 1 + 2 * int(section.L / axon_nseg_frequency)
             section.diam = ais_diams[index]
             icell.axonal.append(sec=section)
             icell.all.append(sec=section)
@@ -208,7 +219,7 @@ def replace_axon(sim=None, icell=None):
         icell.axon[0].connect(icell.soma[0], 1.0, 0.0)
         icell.axon[1].connect(icell.axon[0], 1.0, 0.0)
 
-        logger.debug('Replace axon with AIS')
+        logger.debug(f"Replace axon with AIS, {axon_stub_length=}")
 
     default_replace_axon_hoc = \
         '''