Search Results - Kosta, Adarsh Kumar

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  1. 1
    Unlocking the Potential of Spiking Neural Networks: Understanding the What, Why, and Where

    Unlocking the Potential of Spiking Neural Networks: Understanding the What, Why, and Where by Wickramasinghe, Buddhi, Chowdhury, Sayeed Shafayet, Kosta, Adarsh Kumar, Ponghiran, Wachirawit, Roy, Kaushik

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  2. 2
    Unearthing the Potential of Spiking Neural Networks

    Unearthing the Potential of Spiking Neural Networks by Chowdhury, Sayeed Shafayet, Kosta, Adarsh Kumar, Sharma, Deepika, Apolinario, Marco P. E., Roy, Kaushik

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  3. 3
    Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks

    Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks by Apolinario, Marco P. E., Kosta, Adarsh Kumar, Saxena, Utkarsh, Roy, Kaushik

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  4. 4
    AcouSkin: Full Surface Contact localization Using Acoustic Waves

    AcouSkin: Full Surface Contact localization Using Acoustic Waves by Kosta, Adarsh Kumar, Burns, Alexis, Rupavarharam, Siddharth, Escobedo, Caleb, Lee, Daewon, Howard, Richard, Jackel, Larry, Isler, Volkan

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  5. 5
    Exploring Spike-Based Learning for Neuromorphic Computing: Prospects and Perspectives

    Exploring Spike-Based Learning for Neuromorphic Computing: Prospects and Perspectives by Rathi, Nitin, Agrawal, Amogh, Lee, Chankyu, Kosta, Adarsh Kumar, Roy, Kaushik

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  6. 6
    Adaptive-SpikeNet: Event-based Optical Flow Estimation using Spiking Neural Networks with Learnable Neuronal Dynamics

    Adaptive-SpikeNet: Event-based Optical Flow Estimation using Spiking Neural Networks with Learnable Neuronal Dynamics by Kosta, Adarsh Kumar, Kaushik, Roy

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  7. 7
    SHIRE: Enhancing Sample Efficiency using Human Intuition in REinforcement Learning

    SHIRE: Enhancing Sample Efficiency using Human Intuition in REinforcement Learning by Joshi, Amogh, Kosta, Adarsh Kumar, Kaushik, Roy

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  8. 8
    Live Demonstration: ANN vs SNN vs Hybrid Architectures for Event-based Real-time Gesture Recognition and Optical Flow Estimation

    Live Demonstration: ANN vs SNN vs Hybrid Architectures for Event-based Real-time Gesture Recognition and Optical Flow Estimation by Kosta, Adarsh Kumar, Apolinario, Marco Paul E., Roy, Kaushik

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  9. 9
    Best of Both Worlds: Hybrid SNN-ANN Architecture for Event-based Optical Flow Estimation

    Best of Both Worlds: Hybrid SNN-ANN Architecture for Event-based Optical Flow Estimation by Negi, Shubham, Sharma, Deepika, Kosta, Adarsh Kumar, Kaushik, Roy

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  10. 10
    Fusion-FlowNet: Energy-Efficient Optical Flow Estimation using Sensor Fusion and Deep Fused Spiking-Analog Network Architectures

    Fusion-FlowNet: Energy-Efficient Optical Flow Estimation using Sensor Fusion and Deep Fused Spiking-Analog Network Architectures by Lee, Chankyu, Kosta, Adarsh Kumar, Kaushik, Roy

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  11. 11
    Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks

    Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks by Apolinario, Marco Paul E, Kosta, Adarsh Kumar, Saxena, Utkarsh, Kaushik, Roy

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  12. 12
    RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning

    RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning by Kosta, Adarsh Kumar, Malik Aqeel Anwar, Panda, Priyadarshini, Raychowdhury, Arijit, Kaushik, Roy

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  13. 13
    Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks

    Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks by Lee, Chankyu, Kosta, Adarsh Kumar, Zhu, Alex Zihao, Chaney, Kenneth, Daniilidis, Kostas, Kaushik, Roy

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  14. 14
    Low Cost Autonomous Navigation and Control of a Mechanically Balanced Bicycle with Dual Locomotion Mode

    Low Cost Autonomous Navigation and Control of a Mechanically Balanced Bicycle with Dual Locomotion Mode by Pandey, Ayush, Mahajan, Subhamoy, Kosta, Adarsh, Yadav, Dhananjay, Pandey, Vikas, Sahay, Saurav, Jha, Siddharth, Agarwal, Shubh, Bhise, Aashay, Kumar, Raushan, Bhushan, Aniket, Parikh, Vraj, Lohani, Ankit, Dash, Saurabh, Choudhary, Himanshu, Kumar, Rahul, Sharma, Anurag, Mondal, Arnab, Chendika, Karthik Sai, Vamshi, P N

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