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Thundervolt: enabling aggressive voltage underscaling and timing error resilience for energy efficient deep learning accelerators
Hardware accelerators are being increasingly deployed to boost the performance and
energy efficiency of deep neural network (DNN) inference. In this paper we propose …
energy efficiency of deep neural network (DNN) inference. In this paper we propose …
Variability mitigation in nanometer CMOS integrated systems: A survey of techniques from circuits to software
Variation in performance and power across manufactured parts and their operating
conditions is an accepted reality in modern microelectronic manufacturing processes with …
conditions is an accepted reality in modern microelectronic manufacturing processes with …
Blade--a timing violation resilient asynchronous template
D Hand, MT Moreira, HH Huang… - 2015 21st IEEE …, 2015 - ieeexplore.ieee.org
Resilient designs offer the promise to remove increasingly large margins due to process,
voltage, and temperature variations and take advantage of average-case data. However …
voltage, and temperature variations and take advantage of average-case data. However …
Gateway placement for latency and energy efficient data aggregation [wireless sensor networks]
We propose the use of multiple gateways to significantly reduce latency and energy
consumption in multi-hop wireless sensor networks during data aggregation. We have …
consumption in multi-hop wireless sensor networks during data aggregation. We have …
Margin elimination through timing error detection in a near-threshold enabled 32-bit microcontroller in 40-nm CMOS
H Reyserhove, W Dehaene - IEEE Journal of Solid-State …, 2018 - ieeexplore.ieee.org
This paper presents a near-threshold operating voltage timing error detecting 32-bit
microcontroller system. The lightweight in situ error detection and correction technique uses …
microcontroller system. The lightweight in situ error detection and correction technique uses …
Time-borrowing circuit designs and hardware prototy** for timing error resilience
As dynamic variability increases with CMOS scaling, it is essential to incorporate large
design-time timing margins to ensure yield and reliable operation. Online techniques for …
design-time timing margins to ensure yield and reliable operation. Online techniques for …
SlackProbe: A low overhead in situ on-line timing slack monitoring methodology
In situ monitoring is an accurate way to monitor circuit delay or timing slack, but usually
incurs significant overhead. We observe that most existing slack monitoring methods …
incurs significant overhead. We observe that most existing slack monitoring methods …
Negative Design Margin Realization through Deep Path Activity Detection Combined with Dynamic Voltage Scaling in a 55 nm Near-Threshold 32-Bit Microcontroller
RZ Yu, ZH Li, X Deng, ZL Liu - Sensors, 2023 - mdpi.com
This paper presents an innovative approach for predicting timing errors tailored to near-/sub-
threshold operations, addressing the energy-efficient requirements of digital circuits in …
threshold operations, addressing the energy-efficient requirements of digital circuits in …
Energy and reliability oriented map** for regular networks-on-chip
We formulate the problem of energy consumption and reliability oriented application
map** on regular Network-on-Chip topologies. We propose a novel branch-and-bound …
map** on regular Network-on-Chip topologies. We propose a novel branch-and-bound …
On logic synthesis for timing speculation
By allowing the occurrence of infrequent timing errors and correcting them with rollback
mechanisms, the so-called timing speculation (TS) technique can significantly improve …
mechanisms, the so-called timing speculation (TS) technique can significantly improve …