This　paper　presents　an　improved　neural　architecture　for　gaze　movement　control　in　target　searching.　Compared　with　the　four-layer　neural　structure　proposed　in　[14],　a　new　movement　coding　neuron　layer　is　inserted　between　the　third　layer　and　the　fourth　layer　in　previous　structure　for　finer　gaze　motion　estimation　and　control.　The　disadvantage　of　the　previous　structure　is　that　all　the　large　responding　neurons　in　the　third　layer　were　involved　in　gaze　motion　synthesis　by　transmitting　weighted　responses　to　the　movement　control　neurons　in　the　fourth　layer.　However,　these　large　responding　neurons　may　produce　different　groups　of　movement　estimation.　To　discriminate　and　group　these　neurons＇　movement　estimation　in　terms　of　grouped　connection　weights　form　them　to　the　movement　control　neurons　in　the　fourth　layer　is　necessary.　Adding　a　new　neuron　layer　between　the　third　layer　and　the　fourth　lay　is　the　measure　that　we　solve　this　problem.　Comparing　experiments　on　target　locating　showed　that　the　new　architecture　made　the　significant　improvement.　©　2011　IEEE.