The present invention relates to a solid dosage form for oral administration comprising a therapeutically effective amount of an atypical antipsychotic agent or a pharmaceutically acceptable salt, in particular Quetiapine, incorporated in a matrix formed by non-gelling polymers. It also relates to a process for the preparation thereof.