LogicNets: Co-Designed Neural Networks and Circuits for
Extreme-Throughput Applications

LogicNets: Co-Designed Neural Networks and Circuits for Extreme-Throughput Applications

6 April 2020

Nicholas J. Fraser

Papers citing "LogicNets: Co-Designed Neural Networks and Circuits for Extreme-Throughput Applications"

9 / 9 papers shown

Title
Architect of the Bits World: Masked Autoregressive Modeling for Circuit Generation Guided by Truth Table Haoyuan Wu Haisheng Zheng Shoubo Hu Zhuolun He Bei Yu 53 0 0 18 Feb 2025
Differentiable Weightless Neural Networks Alan T. L. Bacellar Zachary Susskind Mauricio Breternitz Jr. E. John L. John P. Lima F. M. G. França 30 3 0 14 Oct 2024
Architectural Implications of Neural Network Inference for High Data-Rate, Low-Latency Scientific Applications Olivia Weng Alexander Redding Nhan Tran Javier Mauricio Duarte Ryan Kastner 43 4 0 13 Mar 2024
NeuraLUT: Hiding Neural Network Density in Boolean Synthesizable Functions Marta Andronic George A. Constantinides 29 5 0 29 Feb 2024
Quantization-aware Neural Architectural Search for Intrusion Detection R. Acharya Laurens Le Jeune N. Mentens F. Ganji Domenic Forte 19 0 0 07 Nov 2023
unzipFPGA: Enhancing FPGA-based CNN Engines with On-the-Fly Weights Generation Stylianos I. Venieris Javier Fernandez-Marques Nicholas D. Lane 24 11 0 09 Mar 2021
Enabling Binary Neural Network Training on the Edge Erwei Wang James J. Davis Daniele Moro Piotr Zielinski Jia Jie Lim C. Coelho S. Chatterjee P. Cheung George A. Constantinides MQ 20 24 0 08 Feb 2021
Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors C. Coelho Aki Kuusela Shane Li Zhuang Hao T. Aarrestad Vladimir Loncar J. Ngadiuba M. Pierini Adrian Alan Pol S. Summers MQ 32 175 0 15 Jun 2020
Fast inference of deep neural networks in FPGAs for particle physics Javier Mauricio Duarte Song Han Philip C. Harris S. Jindariani E. Kreinar ... J. Ngadiuba M. Pierini R. Rivera N. Tran Zhenbin Wu AI4CE 80 387 0 16 Apr 2018