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DSAGEN: Synthesizing Programmable Spatial Accelerators

International Symposium on Computer Architecture, 2020
Domain-specific hardware accelerators can provide orders of magnitude speedup and energy efficiency over general purpose processors. However, they require extensive manual effort in hardware design and software stack development.
Jian Weng   +5 more
semanticscholar   +1 more source

Accelerators

Computer, 2022
Steve Keckler 0001, Dejan S. Milojicic
openaire   +1 more source

DNNBuilder: an Automated Tool for Building High-Performance DNN Hardware Accelerators for FPGAs

2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2018
Building a high-performance FPGA accelerator for Deep Neural Networks (DNNs) often requires RTL programming, hardware verification, and precise resource allocation, all of which can be time-consuming and challenging to perform even for seasoned FPGA ...
Xiaofan Zhang   +6 more
semanticscholar   +1 more source

From Acceleration to Accelerating Acceleration: Modernizing the Accelerator Landscape using High-Level Synthesis

2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2023
Rishov Sarkar, Cong Hao
openaire   +1 more source

Accelerated treatment

Cancer, 1985
In the first third of this century, the prevailing concept was that malignant cells had a brief period of sensitivity and radiation treatments were ideally given in overall times of 2 weeks or less. Following the Second World War, routine treatment times were extended to 5 to 8 weeks to avoid severe acute normal tissue reactions and achieve higher ...
openaire   +2 more sources

Understanding Error Propagation in Deep Learning Neural Network (DNN) Accelerators and Applications

International Conference for High Performance Computing, Networking, Storage and Analysis, 2017
Guanpeng Li   +6 more
semanticscholar   +1 more source

Memristor-based hardware accelerators for artificial intelligence

Nature Reviews Electrical Engineering
Yi Huang   +5 more
semanticscholar   +1 more source

Fused-layer CNN accelerators

Micro, 2016
Manoj Alwani   +3 more
semanticscholar   +1 more source

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