diff --git a/README.rst b/README.rst
index 24b8c19..748b7b2 100644
--- a/README.rst
+++ b/README.rst
@@ -23,7 +23,7 @@ These work with scalar or vector equations. They will choose an algorithm for yo
 
 specific algorithms:
 --------------------
-| ``itoEuler(f, G, y0, tspan)``: the Euler Maruyama algorithm for Ito equations.
+| ``itoEuler(f, G, y0, tspan)``: the Euler-Maruyama algorithm for Ito equations.
 | ``stratHeun(f, G, y0, tspan)``: the Stratonovich Heun algorithm for Stratonovich equations.
 | ``itoSRI2(f, G, y0, tspan)``: the Rößler2010 order 1.0 strong Stochastic Runge-Kutta algorithm SRI2 for Ito equations.
 | ``itoSRI2(f, [g1,...,gm], y0, tspan)``: as above, with G matrix given as a separate function for each column (gives speedup for large m or complicated G).
diff --git a/sdeint/integrate.py b/sdeint/integrate.py
index d4ace5c..8c35d0e 100644
--- a/sdeint/integrate.py
+++ b/sdeint/integrate.py
@@ -19,7 +19,7 @@
 
 sdeint will choose an algorithm for you. Or you can choose one explicitly:
 
-itoEuler: the Euler Maruyama algorithm for Ito equations.
+itoEuler: the Euler-Maruyama algorithm for Ito equations.
 stratHeun: the Stratonovich Heun algorithm for Stratonovich equations.
 itoSRI2: the Roessler2010 order 1.0 strong Stochastic Runge-Kutta
   algorithm SRI2 for Ito equations.