We observed new chaotic patterns in discharge spikes of a pulsed plasma system having parallel electrodes and dielectric barriers. The chaotic behavior was modeled by computer-intensive simulations and a separate semi-analytic map, showing that the periodic patterns transit to chaos without standard cascades such as period doubling, quasiperiodicity, or intermittence.