Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Steven D. Pyle"'
Publikováno v:
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, Vol 5, Iss 1, Pp 43-51 (2019)
The neural sampling core (NSC) proposed herein offers a spintronic device-based circuit and learning mechanism utilizing imprecise and stochastic components, similar to biological brains, to realize ultralow-power neuromorphic computations at subthre
Externí odkaz:
https://doaj.org/article/bb8c8371ed284c7eaf5eb84bd3acc570
Publikováno v:
IET Computers & Digital Techniques. 12:122-129
The spintronic stochastic spiking neuron (S3N) developed herein realises biologically mimetic stochastic spiking characteristics observed within in vivo cortical neurons, while operating several orders of magnitude more rapidly and exhibiting a favou
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3b6f0ff056765800f85199679a3365e4
https://doi.org/10.1049/iet-cdt.2017.0145
https://doi.org/10.1049/iet-cdt.2017.0145
Publikováno v:
IEEE Transactions on Magnetics. 54:1-7
The complementary roles of asynchronous architecture with nonvolatile spintronic devices are explored herein to realize a novel asynchronous logic element. By redesigning the Muller C-element to take advantage of spintronic device non-volatility and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::217b88b1b93b6e8d13d1572ec5fa7344
https://doi.org/10.1109/tmag.2017.2766600
https://doi.org/10.1109/tmag.2017.2766600
Publikováno v:
MWSCAS
State-of-the-art machine learning models have achieved impressive feats of narrow intelligence, but have yet to realize the computational generality, adaptability, and power efficiency of biological brains. Thus, this work aims to improve current neu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::48795569f7ff15ccb84e0a3a1b3b4898
https://doi.org/10.1109/mwscas.2019.8884915
https://doi.org/10.1109/mwscas.2019.8884915
Publikováno v:
2019 IEEE Integrated STEM Education Conference (ISEC).
Inspired by the success of Computer-Based Assessment (CBA) prevalent in disciplines outside of Engineering, a large-scale multiple-year project has been undertaken at the University of Central Florida (UCF) to develop authentic CBA assessments. To-da
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a9c1ce64a3b50767042963cf88d7c613
https://doi.org/10.1109/isecon.2019.8882114
https://doi.org/10.1109/isecon.2019.8882114
Autor:
Steven D. Pyle, Ronald F. DeMara
Publikováno v:
SoutheastCon 2018.
A prominent issue with spintronic architectures is the requirement to use charge current in order to realize magnetic state transduction, and thus, device concatenation, which is far less efficient than voltage-based devices, such as CMOS. With the a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6c16fe52996ba67ccaf8d55f4fc30d98
https://doi.org/10.1109/secon.2018.8479018
https://doi.org/10.1109/secon.2018.8479018
Compact low‐power instant store and restore D flip‐flop using a self‐complementing spintronic device
Publikováno v:
Electronics Letters. 52:1238-1240
To simplify power-gating requirements in ultra-low-power architectures, design strategies for low-power non-volatile flip-flops (F/Fs) are sought, for which the utilisation of spintronic devices offers a promising option. A D F/F that utilises a five
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::eab2db1c1d341512ea56b064b56606f6
https://doi.org/10.1049/el.2015.4114
https://doi.org/10.1049/el.2015.4114
Publikováno v:
ICRC
The architecture, operation, and characteristics of two post-CMOS reconfigurable fabrics are identified to realize energy-sparing and resilience features, while remaining feasible for near-term fabrication. First, Storage Cell Replacement Fabrics (SC
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::438b04ee0f894a5fb1f21115ed79ebe6
https://doi.org/10.1109/icrc.2017.8123638
https://doi.org/10.1109/icrc.2017.8123638
A low-energy hardware implementation of deep belief network (DBN) architecture is developed using near-zero energy barrier probabilistic spin logic devices (p-bits), which are modeled to realize an intrinsic sigmoidal activation function. A CMOS/spin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ace5dd356ec933ac54d886306e632902
http://arxiv.org/abs/1710.00249
http://arxiv.org/abs/1710.00249
Publikováno v:
AHS
We introduce SCALER, a two-pronged strategy utilizing digital resources for refining intrinsic evolution of analog computational circuits. A Self-Scaling Genetic Algorithm is proposed to adapt solutions to computationally-tractable ranges in hardware
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f1545dd437bc0ecbefea0210753fcfd1
https://doi.org/10.1109/ahs.2015.7231174
https://doi.org/10.1109/ahs.2015.7231174