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Orenes-Vera, Marcelo; Yun, Hyunsung; Wistoff, Nils; Heiser, Gernot; Benini, Luca; Wentzlaff, David; Martonosi, Margaret (, ACM)
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Castaieda, Oscar; Benini, Luca; Studer, Christoph (, IEEE 48th European Solid State Circuits Conference (ESSCIRC))We present PULPO, a floating-point baseband-processing accelerator for massive multi-user multiple-input multiple-output (MU-MIMO) basestations (BSs). PULPO accelerates matrix-vector products, not only with a matrix but also with its Hermitian, as well as affine transforms and nonlinear projections used in iterative algorithms that outclass traditional linear methods in various applications. PULPO is integrated in a system-on-chip (SoC) with a tight integration to the system's data memory, facilitating data exchange and co-operation with 8 RISC-V cores. The fabricated accelerator achieves comparable efficiency as recently-proposed fixed-point baseband processors, while eliminating the burdens associated with fixed-point design, thus simplifying massive MU-MIMO BS development.more » « less
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Rahimi, Abbas; Kanerva, Pentti; Benini, Luca; Rabaey, Jan M. (, Proceedings of the IEEE)
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Balkind, Jonathan; Lim, Katie; Schaffner, Michael; Gao, Fei; Chirkov, Grigory; Li, Ang; Lavrov, Alexey; Nguyen, Tri M.; Fu, Yaosheng; Zaruba, Florian; et al (, Proceedings of Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS’20))null (Ed.)
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