Look-Up Table based Energy Efficient Processing in Cache Support for Neural Network Acceleration
Ramanathan, Akshay Krishna, Kalsi, Gurpreet S, Srinivasa, Srivatsa, Chandran, Tarun Makesh, Pillai, Kamlesh R, Omer, Om J, Narayanan, Vijaykrishnan, Subramoney, Sreenivas
Published in 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2020)
Published in 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2020)
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Conference Proceeding
REDUCT: Keep it Close, Keep it Cool! : Efficient Scaling of DNN Inference on Multi-core CPUs with Near-Cache Compute
Nori, Anant V., Bera, Rahul, Balachandran, Shankar, Rakshit, Joydeep, Omer, Om J., Abuhatzera, Avishaii, Kuttanna, Belliappa, Subramoney, Sreenivas
Published in 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA) (01.06.2021)
Published in 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA) (01.06.2021)
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Conference Proceeding
Visual Inertial Odometry At the Edge: A Hardware-Software Co-design Approach for Ultra-low Latency and Power
Mandal, Dipan Kumar, Jandhyala, Srivatsava, Omer, Om J, Kalsi, Gurpreet S, George, Biji, Neela, Gopi, Rethinagiri, Santhosh Kumar, Subramoney, Sreenivas, Hacking, Lance, Radford, Jim, Jones, Eagle, Kuttanna, Belliappa, Wang, Hong
Published in 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2019)
Published in 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2019)
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Conference Proceeding
CiMNet: Towards Joint Optimization for DNN Architecture and Configuration for Compute-In-Memory Hardware
Kundu, Souvik, Sarah, Anthony, Joshi, Vinay, Omer, Om J, Subramoney, Sreenivas
Year of Publication 18.02.2024
Year of Publication 18.02.2024
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Journal Article
Robust 3D Scene Segmentation through Hierarchical and Learnable Part-Fusion
Thyagharajan, Anirud, Ummenhofer, Benjamin, Laddha, Prashant, Omer, Om J, Subramoney, Sreenivas
Year of Publication 16.11.2021
Year of Publication 16.11.2021
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Journal Article
Proximu$: Efficiently Scaling DNN Inference in Multi-core CPUs through Near-Cache Compute
Nori, Anant V, Bera, Rahul, Balachandran, Shankar, Rakshit, Joydeep, Omer, Om J, Abuhatzera, Avishaii, Kuttanna, Belliappa, Subramoney, Sreenivas
Year of Publication 23.11.2020
Year of Publication 23.11.2020
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Journal Article
Selecting keypoints in images using descriptor scores
Subramoney, Sreenivas, Mandal, Dipan Kumar, Omer, Om J, Laddha, Prashant, Kalsi, Gurpreet
Year of Publication 01.02.2022
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Year of Publication 01.02.2022
Patent
FEATURE DETECTION, SORTING, AND TRACKING IN IMAGES USING A CIRCULAR BUFFER
Mandal, Dipan Kumar, Mamidipaka, Mahesh, Omer, Om J, C, Nagadastagiri Reddy
Year of Publication 18.11.2021
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Year of Publication 18.11.2021
Patent
Feature detection, sorting, and tracking in images using a circular buffer
Mandal, Dipan Kumar, Mamidipaka, Mahesh, Omer, Om J, C, Nagadastagiri Reddy
Year of Publication 03.08.2021
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Year of Publication 03.08.2021
Patent
Architecture to generate binary descriptor for image feature point
Kalsi, Gurpreet S, Mandal, Dipan Kumar, Neela, Gopi, Omer, Om J, Thyagharajan, Anirud, Laddha, Prashant, Jandhyala, Srivatsava
Year of Publication 30.11.2021
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Year of Publication 30.11.2021
Patent
Optimized image feature extraction
Subramoney, Sreenivas, Kalsi, Gurpreet S, Mandal, Dipan Kumar, Neela, Gopi, Omer, Om J, George, Biji
Year of Publication 11.06.2019
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Year of Publication 11.06.2019
Patent