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Gianna Paulin
Gianna Paulin
PhD Student @ Integrated Systems Laboratory ETH Zurich
Verified email at iis.ee.ethz.ch
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Cited by
Year
Chipmunk: A systolically scalable 0.9 mm2, 3.08Gop/s/mW @ 1.2 mW accelerator for near-sensor recurrent neural network inference
F Conti, L Cavigelli, G Paulin, I Susmelj, L Benini
2018 IEEE Custom Integrated Circuits Conference (CICC), 1-4, 2018
502018
22.1 A 12.4 TOPS/W@ 136GOPS AI-IoT system-on-chip with 16 RISC-V, 2-to-8b precision-scalable DNN acceleration and 30%-boost adaptive body biasing
F Conti, D Rossi, G Paulin, A Garofalo, A Di Mauro, G Rutishauer, ...
2023 IEEE International Solid-State Circuits Conference (ISSCC), 21-23, 2023
162023
MiniFloat-NN and ExSdotp: An ISA extension and a modular open hardware unit for low-precision training on RISC-V cores
L Bertaccini, G Paulin, T Fischer, S Mach, L Benini
2022 IEEE 29th Symposium on Computer Arithmetic (ARITH), 1-8, 2022
112022
RNN-based radio resource management on multicore RISC-V accelerator architectures
G Paulin, R Andri, F Conti, L Benini
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 29 (9 …, 2021
92021
Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC With 2–8 b DNN Acceleration and 30%-Boost Adaptive Body Biasing
F Conti, G Paulin, A Garofalo, D Rossi, A Di Mauro, G Rutishauser, ...
IEEE Journal of Solid-State Circuits, 2023
82023
Ita: An energy-efficient attention and softmax accelerator for quantized transformers
G Islamoglu, M Scherer, G Paulin, T Fischer, VJB Jung, A Garofalo, ...
2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023
42023
Vau da muntanialas: Energy-efficient multi-die scalable acceleration of RNN inference
G Paulin, F Conti, L Cavigelli, L Benini
IEEE Transactions on Circuits and Systems I: Regular Papers 69 (1), 244-257, 2021
42021
CONVOLVE: Smart and seamless design of smart edge processors
M Gomony, F Putter, A Gebregiorgis, G Paulin, L Mei, V Jain, S Hamdioui, ...
arXiv preprint arXiv:2212.00873, 2022
32022
MiniFloats on RISC-V Cores: ISA Extensions with Mixed-Precision Short Dot Products
L Bertaccini, G Paulin, M Cavalcante, T Fischer, S Mach, L Benini
IEEE Transactions on Emerging Topics in Computing, 2024
22024
Soft Tiles: Capturing Physical Implementation Flexibility for Tightly-Coupled Parallel Processing Clusters
G Paulin, M Cavalcante, P Scheffler, L Bertaccini, Y Zhang, F Gürkaynak, ...
2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 44-49, 2022
22022
Occamy: A 432-Core 28.1 DP-GFLOP/s/W 83% FPU Utilization Dual-Chiplet, Dual-HBM2E RISC-V-based Accelerator for Stencil and Sparse Linear Algebra Computations with 8-to-64-bit …
G Paulin, P Scheffler, T Benz, M Cavalcante, T Fischer, M Eggimann, ...
arXiv preprint arXiv:2406.15068, 2024
12024
Multi-System GNSS Receiver Software
G Paulin
Technical report, Distributed Computing Group Computer Engineering and …, 2017
12017
Hardware Architectures for Energy-Efficient Neural Network Acceleration
G Paulin
ETH Zurich, 2023
2023
PetaOps/W edge-AI Processors: Myth or reality?
MD Gomony, F De Putter, A Gebregiorgis, G Paulin, L Mei, V Jain, ...
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023
2023
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