Zobrazeno 1 - 10
of 48
pro vyhledávání: '"Mekie, Joycee"'
Traditional computers with von Neumann architecture are unable to meet the latency and scalability challenges of Deep Neural Network (DNN) workloads. Various DNN accelerators based on Conventional compute Hardware Accelerator (CHA), Near-Data-Process
Externí odkaz:
http://arxiv.org/abs/2208.05294
This paper proposes a novel framework for autonomous drone navigation through a cluttered environment. Control policies are learnt in a low-level environment during training and are applied to a complex environment during inference. The controller le
Externí odkaz:
http://arxiv.org/abs/2111.06056
In this paper, we propose a 'full-stack' solution to designing high capacity and low latency on-chip cache hierarchies by starting at the circuit level of the hardware design stack. First, we propose a novel Gain Cell (GC) design using FDSOI. The GC
Externí odkaz:
http://arxiv.org/abs/2110.01208
Digital In-memory computing improves energy efficiency and throughput of a data-intensive process, which incur memory thrashing and, resulting multiple same memory accesses in a von Neumann architecture. Digital in-memory computing involves accessing
Externí odkaz:
http://arxiv.org/abs/2108.00778
In this paper, we propose Zero Aware Configurable Data Encoding by Skipping Transfer (ZAC-DEST), a data encoding scheme to reduce the energy consumption of DRAM channels, specifically targeted towards approximate computing and error resilient applica
Externí odkaz:
http://arxiv.org/abs/2105.07432
Today, almost all computer systems use IEEE-754 floating point to represent real numbers. Recently, posit was proposed as an alternative to IEEE-754 floating point as it has better accuracy and a larger dynamic range. The configurable nature of posit
Externí odkaz:
http://arxiv.org/abs/2104.04763
The risk of soft errors due to radiation continues to be a significant challenge for engineers trying to build systems that can handle harsh environments. Building systems that are Radiation Hardened by Design (RHBD) is the preferred approach, but ex
Externí odkaz:
http://arxiv.org/abs/2001.04039
Publikováno v:
In BenchCouncil Transactions on Benchmarks, Standards and Evaluations October 2021 1(1)
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