We discuss the occurrence of chimera states in networks of nonlocally coupled bistable oscillators, in which individual subsystems are characterized by the coexistence of regular (a fixed point or a limit cycle) and chaotic attractors. By analyzing the dependence of the network dynamics on the range and strength of coupling, we identify parameter regions for various chimera states, which are characterized by different types of chaotic behavior at the incoherent interval. Besides previously observed chimeras with space-temporal and spatial chaos in the incoherent intervals we observe another type of chimera state in which the incoherent interval is characterized by a central interval with standard space-temporal chaos and two narrow side intervals with spatial chaos. Our findings for the maps as well as for time-continuous van der Pol-Duffing's oscillators reveal that this type of chimera states represents characteristic spatiotemporal patterns at the transition from coherence to incoherence. [5,16,17,24,36]). In Ref.[38] a real physical experiment on chimeras in mechanical oscillator networks is presented.Depending on the dynamics of the oscillators at incoherent intervals two types of chimera states have been identified. In the incoherent intervals of the first type (chimera type I) one observes space-temporal chaos characterized by hyperchaotic behavior with many positive Lyapunov exponents [33]. This type of chimera state is widely observed for networks of continuous time nodes (given by differential equations, e.g., complex Ginzburg-Landau equations or Kuramoto model [1][2][3][4][5][6][7][8]). In the second type (chimera type II) only spatial chaos is observed in the chimera's incoherent interval such that the temporal dynamics is very simple, in most cases periodic. This type has been observed in networks of discrete time nodes (maps) [28][29][30] but recently also for time-continuos Stuart-Landau oscillators [37].Our paper gives the link between these two types of chimera states. We identify another chimera state (chimera type III) in which the incoherent interval is characterized by a central interval with standard space-temporal chaos and two narrow side intervals with spatial chaos. Therefore, we have obtained a hybrid chimera state, where the behavior at the incoherent interval splits up into two intervals with very different behaviors, namely space-temporal chaos and spatial chaos. In some sense, this could be considered as the second hierarchical level of the chimera state (the chimera's incoherent interval is divided into two smaller ones with incongruent behavior inside).In this paper we study the interplay between coherent and incoherent dynamics in networks of nonlocally coupled oscillators. Contrary to most previous studies, where networks with monostable (one attractor) units have been considered, we focus on networks of the oscillators with coexisting attractors. We consider bistable units with coexisting chaotic and regular attractors. Such an approach can extend our knowledge about the chim...