This paper presents the MANTRA I machine, an SIMD neuro-computer based on a square systolic array of dedicated processing elements (PEs). A VLSI custom chip, called GENES IV containing 2 2 PEs is at the heart of the system. This machine implements suucient instruction and data ows to keep the array's utilization rate close to 100 %.