GrapHD: Graph-Based Hyperdimensional Memorization for Brain-Like Cognitive Learning
Poduval, Prathyush, Alimohamadi, Haleh, Zakeri, Ali, Imani, Farhad, Najafi, M Hassan, Givargis, Tony, Imani, Mohsen
Published in Frontiers in neuroscience (04.02.2022)
Published in Frontiers in neuroscience (04.02.2022)
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Journal Article
NetHD: Neurally Inspired Integration of Communication and Learning in Hyperspace
Poduval, Prathyush P., Ni, Yang, Zou, Zhuowen, Ni, Kai, Imani, Mohsen
Published in Advanced intelligent systems (01.07.2024)
Published in Advanced intelligent systems (01.07.2024)
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Journal Article
Membrane Catalyzed Formation of Nucleotide Clusters and Their Role in the Origins of Life: Insights from Molecular Simulations and Lattice Modeling
Saha, Rajlaxmi, Poduval, Prathyush, Baratam, Krishnakanth, Nagesh, Jayashree, Srivastava, Anand
Published in The journal of physical chemistry. B (04.04.2024)
Published in The journal of physical chemistry. B (04.04.2024)
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Journal Article
Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System
Poduval, Prathyush, Zou, Zhuowen, Yin, Xunzhao, Sadredini, Elaheh, Imani, Mohsen
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data
Poduval, Prathyush, Zou, Zhuowen, Najafi, Hassan, Homayoun, Houman, Imani, Mohsen
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification
Ni, Yang, Chen, Hanning, Poduval, Prathyush, Zou, Zhuowen, Mercati, Pietro, Imani, Mohsen
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
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Conference Proceeding
HDQMF: Holographic Feature Decomposition using Quantum Algorithms
Poduval, Prathyush, Zou, Zhuowen, Imani, Mohsen
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
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Conference Proceeding
Explainable Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring
Piran, Fardin Jalil, Poduval, Prathyush P, Barkam, Hamza Errahmouni, Imani, Mohsen, Imani, Farhad
Year of Publication 09.07.2024
Year of Publication 09.07.2024
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Journal Article
Robust In-Memory Computing with Hyperdimensional Stochastic Representation
Poduval, Prathyush, Issa, Mariam, Imani, Farhad, Zhuo, Cheng, Yin, Xunzhao, Najafi, Hassan, Imani, Mohsen
Published in 2021 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH) (08.11.2021)
Published in 2021 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH) (08.11.2021)
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Conference Proceeding
Hyperdimensional Quantum Factorization
Poduval, Prathyush, Zou, Zhuowen, Velasquez, Alvaro, Imani, Mohsen
Published in arXiv.org (13.06.2024)
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Published in arXiv.org (13.06.2024)
Paper
Subgap two-particle spectral weight in disordered $s$-wave superconductors: Insights from mode coupling approach
Poduval, Prathyush P, Samanta, Abhisek, Gupta, Prashant, Trivedi, Nandini, Sensarma, Rajdeep
Year of Publication 04.01.2022
Year of Publication 04.01.2022
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Journal Article