Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Akul Malhotra"'
Publikováno v:
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, Vol 9, Iss 2, Pp 99-107 (2023)
Binary neural networks (BNNs) have shown an immense promise for resource-constrained edge artificial intelligence (AI) platforms. However, prior designs typically either require two bit-cells to encode signed weights leading to an area overhead, or r
Externí odkaz:
https://doaj.org/article/330e2de940344536b49ad82d2339d95f
Publikováno v:
2022 IEEE International Test Conference (ITC).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::02ab8de4054aea5e4a7207bddb47f70e
https://doi.org/10.1109/itc50671.2022.00061
https://doi.org/10.1109/itc50671.2022.00061
Publikováno v:
IEEE Transactions on Electron Devices. 67:1340-1347
Probabilistic machine learning enabled by the Bayesian formulation has recently gained significant attention in the domain of automated reasoning and decision-making. While impressive strides have been recently made to scale up the performance of dee
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::904eb3092a2db9243dc22d0f199c1663
https://doi.org/10.1109/ted.2020.2968223
https://doi.org/10.1109/ted.2020.2968223
Publikováno v:
IEEE Transactions on Nanotechnology. 19:328-331
Uncertainty plays a key role in real-time machine learning. As a significant shift from standard deep networks, which does not consider any uncertainty formulation during its training or inference, Bayesian deep networks are being currently investiga
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7a86edc9b4a21aaf55b997e760460b75
https://doi.org/10.1109/tnano.2020.2982819
https://doi.org/10.1109/tnano.2020.2982819
Computing in-memory (CiM) has emerged as an attractive technique to mitigate the von-Neumann bottleneck. Current digital CiM approaches for in-memory operands are based on multi-wordline assertion for computing bit-wise Boolean functions and arithmet
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c39ae175df1d89b55889468b5f57f244
http://arxiv.org/abs/2201.01509
http://arxiv.org/abs/2201.01509
Publikováno v:
2020 International Conference on Artificial Intelligence and Signal Processing (AISP).
Electrocardiogram (ECG) signal analysis plays an unparalleled role in diagnosis of heart diseases. The raw ECG signal usually consists of low-frequency baseline wander (BW) which must be removed for a better diagnosis. This paper presents a real-time
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::312fb0af087d89f2e08baab2775de2ed
https://doi.org/10.1109/aisp48273.2020.9073007
https://doi.org/10.1109/aisp48273.2020.9073007
Publikováno v:
ICCCNT
A non-volatile SRAM cell is proposed for low power applications using Spin Transfer Torque-Magnetic Tunnel Junction (STT-MTJ) devices. This novel cell offers non-volatile storage, thus allowing selected blocks of SRAM to be switched off during standb
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3f583084b07e2c7527f60f09d4252f64