In 2002, A. Björner and M. de Longueville showed the neighborhood complex of the 2-stable Kneser graph KG(n, k) 2−stab has the same homotopy type as the (n − 2k)-sphere. A short time ago, an analogous result about the homotopy type of the neighborhood complex of almost s-stable Kneser graph has been announced by J. Osztényi. Combining this result with the famous Lovász's topological lower bound on the chromatic number of graphs has been yielded a new way for determining the chromatic number of these graphs which was determined a bit earlier by P. Chen.In this paper we present a common generalization of the mentioned results. We will define the s-stable Kneser graph KG(n, k) s−stab as the induced subgraph of the Kneser graph KG(n, k) on s-stable vertices. And we prove, for given an integer vector s = (s 1 , . . . , s k ) and n ≥ k−1 i=1 s i + 2 where s i ≥ 2 for i = k and s k ∈ {1, 2}, the neighborhood complex of KG(n, k) s−stab is homotopy equivalent to the n − k−1 i=1 s i − 2 -sphere. In particular, this implies that χ KG(n, k) s−stab = n − k−1 i=1 s i for the mentioned parameters. Moreover, as a simple corollary of the previous result, we will determine the chromatic number of 3-stable kneser graphs with at most one error.