A “New Ara” for vector computing: an open source highly efficient RISC-V V 1.0 vector processor design M Perotti, M Cavalcante, N Wistoff, R Andri, L Cavigelli, L Benini 2022 IEEE 33rd International Conference on Application-specific Systems …, 2022 | 25 | 2022 |
Spatz: A compact vector processing unit for high-performance and energy-efficient shared-L1 clusters M Cavalcante, D Wüthrich, M Perotti, S Riedel, L Benini Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 12 | 2022 |
Darkside: A heterogeneous risc-v compute cluster for extreme-edge on-chip dnn inference and training A Garofalo, Y Tortorella, M Perotti, L Valente, A Nadalini, L Benini, ... IEEE Open Journal of the Solid-State Circuits Society 2, 231-243, 2022 | 12 | 2022 |
Tiny-FPU: low-cost floating-point support for small RISC-V MCU cores L Bertaccini, M Perotti, S Mach, PD Schiavone, F Zaruba, L Benini 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | 5 | 2021 |
HW/SW approaches for RISC-V code size reduction M Perotti, P Davide, G Tagliavini, D Rossi, T Kurd, M Hill, L Yingying, ... | 5 | 2020 |
Quark: An integer RISC-V vector processor for sub-byte quantized DNN inference MH AskariHemmat, T Dupuis, Y Fournier, N El Zarif, M Cavalcante, ... 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023 | 4 | 2023 |
RVfplib: A fast and compact open-source floating-point emulation library for tiny RISC-V processors M Perotti, G Tagliavini, S Mach, L Bertaccini, L Benini International Conference on Embedded Computer Systems, 16-32, 2021 | 4 | 2021 |
Darkside: 2.6 GFLOPS, 8.7 mW heterogeneous RISC-V cluster for extreme-edge on-chip DNN inference and training A Garofalo, M Perotti, L Valente, Y Tortorella, A Nadalini, L Benini, ... ESSCIRC 2022-IEEE 48th European Solid State Circuits Conference (ESSCIRC …, 2022 | 3 | 2022 |
Yun: An open-source, 64-bit RISC-V-Based vector processor with multi-precision integer and floating-point support in 65-nm CMOS M Perotti, M Cavalcante, A Ottaviano, J Liu, L Benini IEEE Transactions on Circuits and Systems II: Express Briefs, 2023 | 2 | 2023 |
AXI-pack: Near-memory bus packing for bandwidth-efficient irregular workloads C Zhang, P Scheffler, T Benz, M Perotti, L Benini 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 2 | 2023 |
Ara2: Exploring Single-and Multi-Core Vector Processing with an Efficient RVV 1.0 Compliant Open-Source Processor M Perotti, M Cavalcante, R Andri, L Cavigelli, L Benini IEEE Transactions on Computers, 2024 | | 2024 |
MX: Enhancing RISC-V's Vector ISA for Ultra-Low Overhead, Energy-Efficient Matrix Multiplication M Perotti, Y Zhang, M Cavalcante, E Mustafa, L Benini arXiv preprint arXiv:2401.04012, 2024 | | 2024 |
SentryCore: A RISC-V Co-Processor System for Safe, Real-Time Control Applications M Rogenmoser, A Ottaviano, T Benz, R Balas, M Perotti, A Garofalo, ... RISC-V Summit Europe 2024, 2024 | | 2024 |
Near-Memory Parallel Indexing and Coalescing: Enabling Highly Efficient Indirect Access for SpMV C Zhang, P Scheffler, T Benz, M Perotti, L Benini arXiv preprint arXiv:2311.10378, 2023 | | 2023 |
Stella Nera: Achieving 161 TOp/s/W with Multiplier-free DNN Acceleration based on Approximate Matrix Multiplication J Schönleber, L Cavigelli, R Andri, M Perotti, L Benini arXiv preprint arXiv:2311.10207, 2023 | | 2023 |
Spatz: Clustering Compact RISC-V-Based Vector Units to Maximize Computing Efficiency M Cavalcante, M Perotti, S Riedel, L Benini arXiv preprint arXiv:2309.10137, 2023 | | 2023 |
Design of an OS compliant memory system for LEN5, a RISC-V Out of Order processor M Perotti Politecnico di Torino, 2019 | | 2019 |
MX: Ultra-Low Overhead, Energy-Efficient Matrix Multiplication on RISC-V Vector ISA M Perotti, Y Zhang, M Cavalcante, E Mustafa, L Benini | | |