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Showing results 1 to 23 of 23

Issue Date	Title Author(s) Journal	View
2021-02-04	A Framework for Efficient and Binary Clustering in High-Dimensional Space Hernandez-Cano, Alejandro ; Kim, Yeseong ; Imani, Mohsen Design Automation and Test in Europe Conference, pp.1859 - 1864, 2021-02-04	30
2022-07-10	Adaptive neural recovery for highly robust brain-like representation Poduval, Poduval ; Ni, Yang ; Kim, Yeseong ; Ni, Kai ; Kumar, Raghavan ; Cammarota, Rossario ; Imani, Mohsen Design Automation Conference, pp.367 - 372, 2022-07-10	13
2022-03-17	Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge Ni, Yang ; Kim, Yeseong ; Rosing, Tajana ; Imani, Mohsen Design Automation and Test in Europe Conference, pp.292 - 297, 2022-03-17	38
2023-08-24	Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract) Ni, Yang ; Kim, Yeseong ; Rosing, Tajana ; Imani, Mohsen International Joint Conference on Artificial Intelligence, pp.6474 - 6479, 2023-08-24	73
2022-06-18	BioHD: An Efficient Genome Sequence Search Platform Using HyperDimensional Memorization Zou, Zhuowen ; Chen, Hanning ; Poduval, Prathyush ; Kim, Yeseong ; Imani, Mahdi ; Sadredini, Elaheh ; Cammarota, Rosario ; Imani, Mohsen ACM/IEEE International Symposium on Computer Architecture, pp.656 - 669, 2022-06-18	24
2021-12-05	CascadeHD: Efficient Many-Class Learning Framework Using Hyperdimensional Computing Kim, Yeseong ; Kim, Jiseung ; Imani, Mohsen Design Automation Conference, pp.775 - 780, 2021-12-05	30
2023-07-13	Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI Lee, Hyunsei ; Kim, Jiseung ; Chen, Hanning ; Zeira, Ariela ; Srinivasa, Narayan ; Imani, Mohsen ; Kim, Yeseong Design Automation Conference, pp.23709098, 2023-07-13	28
2022-04	COSMO: Computing with Stochastic Numbers in Memory Gupta, Saransh ; Imani, Mohsen ; Sim, Joonseop ; Huang, Andrew ; Wu, Fan ; Kang, Jaeyoung ; Kim, Yeseong ; Rosing, Tajana Simunic ACM Journal on Emerging Technologies in Computing Systems, v.18, no.2, pp.1 - 25, 2022-04	170
2023-04-18	Efficient Hyperdimensional Learning with Trainable, Quantizable, and Holistic Data Representation Kim, Jiseung ; Lee, Hyunsei ; Imani, Mohsen ; Kim, Yeseong Design Automation and Test in Europe Conference, 2023-04-18	20
2023-06-06	Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing Ni, Yang ; Abraham, Danny ; Issa, Mariam ; Kim, Yeseong ; Mercati, Pietro ; Imani, Mohsen ACM Great Lakes Symposium on VLSI, GLSVLSI 2023, pp.449 - 453, 2023-06-06	69
2022-07	EventHD: Robust and efficient hyperdimensional learning with neuromorphic sensor Zou, Zhuowen ; Alimohamadi, Haleh ; Kim, Yeseong ; Najafi, M. Hassan ; Srinivasa, Narayan ; Imani, Mohsen Frontiers in Neuroscience, v.16, 2022-07	178
2023-07-20	Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems Imani, Mohsen ; Kim, Yeseong ; Khaleghi, Behnam ; Morris, Justin ; Alimohamadi, Haleh ; Imani, Farhad ; Latapie, Hugo IEEE International Conference on Distributed Computing Systems, pp.511 - 522, 2023-07-20	72
2021-01-18	HyperRec: Efficient Recommender Systems with Hyperdimensional Computing Guo, Yunhui ; Imani, Mohsen ; Kang, Jaeyoung ; Salamat, Sahand ; Morris, Justin ; Aksanli, Baris ; Kim, Yeseong ; Rosing, Tajana 26th Asia and South Pacific Design Automation Conference, ASP-DAC 2021, pp.384 - 389, 2021-01-18	49
2021-02-01	ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder Zou, Zhuowen ; Kim, Yeseong ; Najafi, Mohammadreza Najafi ; Imani, Mohsen Design Automation and Test in Europe Conference, pp.850 - 855, 2021-02-01	39
2021-11-03	Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture Kim, Yeseong ; Imani, Mohsen ; Gupta, Saransh ; Zhou, Minxuan ; Rosing, Tajana S. IEEE/ACM International Conference on Computer-Aided Design, pp.1 - 9, 2021-11-03	34
2022-05	Memory-inspired spiking hyperdimensional network for robust online learning Zou, Zhuowen ; Alimohamadi, Haleh ; Zakeri, Ali ; Imani, Farhad ; Kim, Yeseong ; Najafi, M. Hassan ; Imani, Mohsen Scientific Reports, v.12, no.1, 2022-05	180
2022-07-12	Neural Computation for Robust and Holographic Face Detection Imani, Mohsen ; Zakeri, Ali ; Chen, Hanning ; Kim, TaeHyun ; Poduval, Prathyush ; Lee, Hyunsei ; Kim, Yeseong ; Sadredini, Elaheh ; Imani, Farhad Design Automation Conference, pp.31 - 36, 2022-07-12	25
2022-03-22	Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization Ni, Yang ; Kim, Yeseong ; Rosing, Tajana ; Imani, Mohsen Design Automation and Test in Europe Conference, pp.612 - 615, 2022-03-22	37
2022-07-14	QuiltNet: Efficient Deep Learning Inference on Multi-Chip Accelerators Using Model Partitioning Park, Jongho ; Kwon, Hyuk-jun ; Kim, Seowoo ; Lee, Junyoung ; Ha, Minho ; Lim, Euicheol ; Imani, Mohsen ; Kim, Yeseong Design Automation Conference, pp.1159 - 1164, 2022-07-14	74
2021-03-01	Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures Imani, Mohsen ; Zou, Zhuowen ; Bosch, Samuel ; Rao, Sanjay Anantha ; Salamat, Sahand ; Kumar, Venkatesh ; Kim, Yeseong ; Rosing, Tajana International Symposium on High-Performance Computer Architecture, pp.221 - 234, 2021-03-01	47
2021-11-14	Scalable Edge-Based Hyperdimensional Learning System with Brain-Like Neural Adaptation Zou, Zhuowen ; Kim, Yeseong ; Imani, Farhad ; Alimohamadi, Haleh ; Cammarota, Rosario ; Imani, Mohsen ACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (SC21), pp.1 - 15, 2021-11-14	34
2023-10-16	Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration Chen, Hanning ; Kim, Yeseong ; Sadredini, Elaheh ; Gupta, Saransh ; Latapie, Hugo ; Imani, Mohsen IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2023, pp.44 - 49, 2023-10-16	67
2024-03-26	Towards Forward-Only Learning for Hyperdimensional Computing Lee, Hyunsei ; Kwon, HyukJun ; Kim, Jiseung ; Kim, Seohyun ; Imani, Mohsen ; Kim, Yeseong Design Automation and Test in Europe Conference, pp.1 - 2, 2024-03-26	111

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