Survey of stochastic-based computation paradigms
Effectively tackling the upcoming “zettabytes” data explosion requires a huge quantum leap
in our computing power and energy efficiency. However, with the Moore's law dwindling …
in our computing power and energy efficiency. However, with the Moore's law dwindling …
uBrain: A unary brain computer interface
Brain computer interfaces (BCIs) have been widely adopted to enhance human perception
via brain signals with abundant spatial-temporal dynamics, such as electroencephalogram …
via brain signals with abundant spatial-temporal dynamics, such as electroencephalogram …
On the functions realized by stochastic computing circuits
Stochastic computing (SC) employs conventional logic circuits to implement analog-style
arithmetic functions acting on digital bit-streams. It exploits the advantages of analog …
arithmetic functions acting on digital bit-streams. It exploits the advantages of analog …
Parallel convolutional neural network (CNN) accelerators based on stochastic computing
Stochastic computing (SC), which processes the data in the form of random bit streams, has
been used in neural networks due to simple logic gates performing complex arithmetic and …
been used in neural networks due to simple logic gates performing complex arithmetic and …
The logic of random pulses: Stochastic computing
A Alaghi - 2015 - search.proquest.com
Recent developments in the field of electronics have produced nano-scale devices whose
operation can only be described in probabilistic terms. In contrast with the conventional …
operation can only be described in probabilistic terms. In contrast with the conventional …
Stochastic computation with spin torque transfer magnetic tunnel junction
LA de Barros Naviner, H Cai, Y Wang… - 2015 IEEE 13th …, 2015 - ieeexplore.ieee.org
Stochastic Computing (SC) with random bit streams has been used to replace binary radix
encoding. SC-based logic cicuits take advantage of area minimization, fast and accurate …
encoding. SC-based logic cicuits take advantage of area minimization, fast and accurate …
Analog-to-stochastic converter using magnetic tunnel junction devices for vision chips
This paper introduces an analog-to-stochastic converter using a magnetic tunnel junction
(MTJ) device for vision chips based on stochastic computation. Stochastic computation has …
(MTJ) device for vision chips based on stochastic computation. Stochastic computation has …
Analog to stochastic bit stream converter utilizing voltage-assisted spin Hall effect
H Lee, A Lee, F Ebrahimi, PK Amiri… - IEEE Electron Device …, 2017 - ieeexplore.ieee.org
We introducea spintronic analog to stochastic bit stream (SBS) converter (ASC) based on a
three terminal magnetic tunnel junction (MTJ) with a heavymetal layer. The critical current of …
three terminal magnetic tunnel junction (MTJ) with a heavymetal layer. The critical current of …
Applications of a neural network to estimate watermark embedding strength
C Jin, S Wang - … International Workshop on Image Analysis for …, 2007 - ieeexplore.ieee.org
Digital watermarking technology has the advantages of easy implementation and capability
of providing wide security services such as copyright protection, authentication and secret …
of providing wide security services such as copyright protection, authentication and secret …
Low power magnetic flip-flop optimization with FDSOI technology boost
H Cai, Y Wang, LA de Barros Naviner… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The planar ultrathin body and buried oxide fully depleted silicon-on-insulator (FDSOI)
technology is one of the proper candidates to replace bulk CMOS due to its high volume, low …
technology is one of the proper candidates to replace bulk CMOS due to its high volume, low …