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07/07/2022
MiniFloat-NN and ExSdotp: An ISA Extension and a Modular Open Hardware Unit for Low-Precision Training on RISC-V cores
Low-precision formats have recently driven major breakthroughs in neural...
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10/18/2021
Vega: A 10-Core SoC for IoT End-Nodes with DNN Acceleration and Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode
The Internet-of-Things requires end-nodes with ultra-low-power always-on...
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08/27/2020
A transprecision floating-point cluster for efficient near-sensor data analytics
Recent applications in the domain of near-sensor computing require the a...
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07/03/2020
FPnew: An Open-Source Multi-Format Floating-Point Unit Architecture for Energy-Proportional Transprecision Computing
The slowdown of Moore's law and the power wall necessitates a shift towa...
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12/04/2017
An 826 MOPS, 210 uW/MHz Unum ALU in 65 nm
To overcome the limitations of conventional floating-point number format...
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11/28/2017