Let the total distance \( AB = L \). The cat is located at \( \frac{3}{8}L \) from A.
- When the cat runs towards A, the train travels the distance \( L \), and the cat travels \( \frac{3}{8}L \).
- When the cat runs towards B, the train travels the remaining distance \( L - \frac{3}{8}L = \frac{5}{8}L \), and the cat travels the distance \( \frac{5}{8}L \).
Let the speed of the train be \( v_t \) and the speed of the cat be \( v_c \). Using the time to travel for each case, we have:
\[
\frac{L}{v_t} = \frac{\frac{3}{8}L}{v_c} \quad \text{and} \quad \frac{\frac{5}{8}L}{v_t} = \frac{\frac{5}{8}L}{v_c}.
\]
This implies:
\[
\frac{v_t}{v_c} = 4.
\]
Thus, the speed of the train is 4 times that of the cat.