Controllable Data Generation by Deep Learning: A Review

S Wang, Y Du, X Guo, B Pan, Z Qin, L Zhao - ACM Computing Surveys, 2024 - dl.acm.org
Designing and generating new data under targeted properties has been attracting various
critical applications such as molecule design, image editing and speech synthesis …

Controllable data generation by deep learning: A review

S Wang, Y Du, X Guo, B Pan, Z Qin, L Zhao - arXiv preprint arXiv …, 2022 - arxiv.org
Designing and generating new data under targeted properties has been attracting various
critical applications such as molecule design, image editing and speech synthesis …

Adjusting learning rate of memristor-based multilayer neural networks via fuzzy method

S Wen, S Xiao, Y Yang, Z Yan, Z Zeng… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Back propagation (BP) based on stochastic gradient descent is the prevailing method to
train multilayer neural networks (MNNs) with hidden layers. However, the existence of the …

Experimental demonstration of memristor-aided logic (MAGIC) using valence change memory (VCM)

B Hoffer, V Rana, S Menzel, R Waser… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Memristor-aided logic (MAGIC) is a technique for performing in-memory computing using
memristive devices. The design of a MAGIC NOR gate has been described in detail, and it …

A memristor-based associative memory neural network circuit with emotion effect

C Wang, C Xu, J Sun, Q Deng - Neural Computing and Applications, 2023 - Springer
Generally, people tend to learn or recall pleasant experiences during positive feelings.
Similarly, people tend to learn or recall unpleasant things during negative feelings. The …

Memristive self-learning logic circuit with application to encoder and decoder

Q Hong, Z Shi, J Sun, S Du - Neural Computing and Applications, 2021 - Springer
Different logic circuits based on memristors have been extensively investigated. However,
most of these circuits require accurate initialization. A self-learning logic circuit based on …

Design and experimental evolution of memristor with only one VDTA and one capacitor

A Yeşil, Y Babacan, F Kaçar - IEEE Transactions on Computer …, 2018 - ieeexplore.ieee.org
In this paper, we present a memristor emulator based on voltage difference
transconductance amplifier (VDTA). The proposed memristor emulator circuit contains only …

An electronically controllable, fully floating memristor based on active elements: DO-OTA and DVCC

A Yesil, Y Babacan, F Kacar - AEU-International Journal of Electronics and …, 2020 - Elsevier
In this paper, we have presented a Dual-Output Operational Transconductance Amplifier
(DO-OTA) and Differential Voltage Current Conveyor (DVCC)-based fully floating emulator …

Functionalizing the electrical properties of kombucha zoogleal mats for biosensing applications

A Nikolaidou, A Chiolerio, MM Dehshibi… - ACS …, 2024 - ACS Publications
Kombucha is a type of tea that is fermented using yeast and bacteria. During this process, a
film made of cellulose is produced. This film has unique properties such as biodegradability …

Flux controlled floating memristor employing VDTA: Incremental or decremental operation

J Vista, A Ranjan - … Transactions on Computer-Aided Design of …, 2020 - ieeexplore.ieee.org
This research article offers a floating memristor model using single voltage difference
transconductance amplifier (VDTA) and grounded passive components. The proper …