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Apart from conventional transistor   also improve the bandwidth and energy-  each generation, severely restrict
        and interconnect scaling, the massive   efficiency of the entire chip. Various   their use for future technology nodes.
        computing  requirements  for  future   approaches such as through-silicon   Monolithic-3D  (M3D)  integration
        generations necessitate the need for   via (TSV), flip-chip or wire  bonding,   is another type of 3D integration
        alternative architectures. One such   have been used for interconnecting   scheme, where multiple stacked tiers
        approach is 3D integration, or the   multiple levels in a 3D-IC for a long   are fabricated sequentially on the same
        sequential stacking of chips—including   time. However, their large parasitic   wafer via deposition/recrystallization of
        front-end-of-line (FEOL) and BEOL   capacitances and severe electrical,   the upper tiers (Figure 10b).
        materials, devices, and interconnects   t her mal, mecha n ical reliabilit y,   Theoretical studies have demonstrated
        in the vertical direction, which can not   and adhesion challenges, as well as   that graphene-based interconnects,
        only reduce the interconnect delay, but   increasing costs and complexity with   inductors, and shielding layers in
                                                                              conjunction with 2D semiconductor
                                                                              material-based transistors can improve
                                                                              the integration density by more than 10-
                                                                              fold when compared to TSV-based 3D
                                                                              integration density, and by more than
                                                                              1.5-fold when compared to conventional
                                                                              monol it h ic 3D i nt eg r at ion [19].
                                                                              Additionally, the integration of logic and
                                                                              memory levels (Figure 10b) using M3D
                                                                              integration can alleviate the memory
                                                                              wall problem for today’s computing
                                                                              architecture, paving the way for high-
                                                                              speed data transfer and computation.
                                                                              Consider, for example, the recently
                                                                              demonstrated 0.5T0.5R ultra-compact
                                                                              hybrid memory cell that reduces the
                                                                              device count by half for the very first
                                                                              time in resistive random-access memory
                                                                              (RRAM) technology history. It also
                                                                              simultaneously allows for higher lateral
                                                                              and vertical (3D) integration density
                                                                              with respect to the conventional 1T1R
                                                                              architecture, and can be monolithically
                                                                              3D-stacked to build the ultimate high-
                                                                              density nonvolatile memory arrays and
                                                                              neuromorphic/in-memory computing
                                                                              systems,  with significantly higher
                                                                              vertical density than the conventional
                                                                              1T1R architecture (with RRAM on top
                                                                              of the transistor). These attributes enable
                                                                              unprecedented performance and energy-
                                                                              efficiency to emulate the workings
                                                                              of the human brain in the near future
                                                                              [20]. Therefore, effective methods for
                                                                              the seamless integration of graphene/
                                                                              MLG, and/or other 2D materials with
                                                                              mainst ream CMOS could lead to
                                                                              revolutionary new devices, circuits,
                                                                              and beyond-Moore architectures to fuel
                                                                              next-generation electronics.
                                                                              Summary
                                                                                BEOL passive devices including
                                                                              metal interconnects and inductors are
                                                                              facing fundamental scaling limitations
                                                                              that threaten to derail Moore’s Law.
                                                                              Pioneering inventions led by Professor
                                                                              Kaustav Banerjee at UC Santa Barbara
                                                                              have revealed that judiciously engineered


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