Prathyush Poduval

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Neural Computation

Sequence Matching

Human Face Detection

Top Venues

Adv. Intell. Syst.

Publications

Prathyush Poduval, Zhuowen Zou, Alvaro Velasquez, Mohsen Imani
Hyperdimensional Quantum Factorization. CoRR (2024)
Fardin Jalil Piran, Prathyush Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani
Explainable Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring. CoRR (2024)
Calvin Yeung, Prathyush Poduval, Mohsen Imani
Self-Attention Based Semantic Decomposition in Vector Symbolic Architectures. CoRR (2024)
Prathyush Poduval, Yang Ni, Zhuowen Zou, Kai Ni, Mohsen Imani
NetHD: Neurally Inspired Integration of Communication and Learning in Hyperspace. Adv. Intell. Syst. 6 (7) (2024)
Yang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani
Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification. ICCAD (2023)
Mohsen Imani, Ali Zakeri, Hanning Chen, TaeHyun Kim, Prathyush Poduval, Hyunsei Lee, Yeseong Kim, Elaheh Sadredini, Farhad Imani
Neural computation for robust and holographic face detection. DAC (2022)
Prathyush Poduval, Yang Ni, Yeseong Kim, Kai Ni, Raghavan Kumar, Rosario Cammarota, Mohsen Imani
Adaptive neural recovery for highly robust brain-like representation. DAC (2022)
Zhuowen Zou, Hanning Chen, Prathyush Poduval, Yeseong Kim, Mahdi Imani, Elaheh Sadredini, Rosario Cammarota, Mohsen Imani
BioHD: an efficient genome sequence search platform using HyperDimensional memorization. ISCA (2022)
Prathyush Poduval, Mariam Issa, Farhad Imani, Cheng Zhuo, Xunzhao Yin, M. Hassan Najafi, Mohsen Imani
Robust In-Memory Computing with Hyperdimensional Stochastic Representation. NANOARCH (2021)
Prathyush Poduval, Zhuowen Zou, Xunzhao Yin, Elaheh Sadredini, Mohsen Imani
Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System. DAC (2021)
Prathyush Poduval, Zhuowen Zou, M. Hassan Najafi, Houman Homayoun, Mohsen Imani
StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data. DAC (2021)