MetaplasticNet: Architecture with Probabilistic Metaplastic Synapses for Continual Learning
Zohora, Fatima Tuz, Karia, Vedant, Daram, Anurag Reddy, Zyarah, Abdullah M., Kudithipudi, Dhireesha
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2021)
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2021)
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Conference Proceeding
Probabilistic Metaplasticity for Continual Learning with Memristors
Zohora, Fatima Tuz, Karia, Vedant, Soures, Nicholas, Kudithipudi, Dhireesha
Year of Publication 13.03.2024
Year of Publication 13.03.2024
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Journal Article
TENT: Efficient Quantization of Neural Networks on the tiny Edge with Tapered FixEd PoiNT
Langroudi, Hamed F, Karia, Vedant, Pandit, Tej, Kudithipudi, Dhireesha
Year of Publication 05.04.2021
Year of Publication 05.04.2021
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Journal Article
Adaptive Posit: Parameter aware numerical format for deep learning inference on the edge
Langroudi, Hamed F., Karia, Vedant, Gustafson, John L., Kudithipudi, Dhireesha
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2020)
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Conference Proceeding
Probabilistic Metaplasticity for Continual Learning with Memristors
Fatima Tuz Zohora, Karia, Vedant, Soures, Nicholas, Kudithipudi, Dhireesha
Published in arXiv.org (08.11.2024)
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Published in arXiv.org (08.11.2024)
Paper
Alps: Adaptive Quantization of Deep Neural Networks with GeneraLized PositS
Langroudi, Hamed F., Karia, Vedant, Carmichael, Zachariah, Zyarah, Abdullah, Pandit, Tej, Gustafson, John L., Kudithipudi, Dhireesha
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding