Adarsh Kumar Kosta

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Optical Flow Estimation

Stereo Matching

Biologically Inspired

Top Venues

IEEE Trans. Emerg. Top. Comput.

Publications

Marco Paul E. Apolinario, Adarsh Kumar Kosta, Utkarsh Saxena, Kaushik Roy
Hardware/Software Co-Design With ADC-Less In-Memory Computing Hardware for Spiking Neural Networks. IEEE Trans. Emerg. Top. Comput. 12 (1) (2024)
Sayeed Shafayet Chowdhury, Adarsh Kumar Kosta, Deepika Sharma, Marco Paul E. Apolinario, Kaushik Roy
Unearthing the Potential of Spiking Neural Networks. DATE (2024)
Adarsh Kumar Kosta, Alexis Burns, Siddharth Rupavatharam, Caleb Escobedo, Daewon Lee, Richard E. Howard, Larry D. Jackel, Volkan Isler
AcouSkin: Full Surface Contact localization Using Acoustic Waves. IROS (2023)
Shubham Negi, Deepika Sharma, Adarsh Kumar Kosta, Kaushik Roy
Best of Both Worlds: Hybrid SNN-ANN Architecture for Event-based Optical Flow Estimation. CoRR (2023)
Adarsh Kumar Kosta, Kaushik Roy
Adaptive-SpikeNet: Event-based Optical Flow Estimation using Spiking Neural Networks with Learnable Neuronal Dynamics. ICRA (2023)
Deepika Sharma, Adarsh Kumar Kosta, Kaushik Roy
Lightning Talk: A Perspective on Neuromorphic Computing. DAC (2023)
Adarsh Kumar Kosta, Marco Paul E. Apolinario, Kaushik Roy
Live Demonstration: ANN vs SNN vs Hybrid Architectures for Event-based Real-time Gesture Recognition and Optical Flow Estimation. CVPR Workshops (2023)
Adarsh Kumar Kosta, Kaushik Roy
Adaptive-SpikeNet: Event-based Optical Flow Estimation using Spiking Neural Networks with Learnable Neuronal Dynamics. CoRR (2022)
Marco Paul E. Apolinario, Adarsh Kumar Kosta, Utkarsh Saxena, Kaushik Roy
Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks. CoRR (2022)
Chankyu Lee, Adarsh Kumar Kosta, Kaushik Roy
Fusion-FlowNet: Energy-Efficient Optical Flow Estimation using Sensor Fusion and Deep Fused Spiking-Analog Network Architectures. ICRA (2022)
Adarsh Kumar Kosta, Malik Aqeel Anwar, Priyadarshini Panda, Arijit Raychowdhury, Kaushik Roy
RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning. ICRA (2022)
Chankyu Lee, Adarsh Kumar Kosta, Kaushik Roy
Fusion-FlowNet: Energy-Efficient Optical Flow Estimation using Sensor Fusion and Deep Fused Spiking-Analog Network Architectures. CoRR (2021)
Nitin Rathi, Amogh Agrawal, Chankyu Lee, Adarsh Kumar Kosta, Kaushik Roy
Exploring Spike-Based Learning for Neuromorphic Computing: Prospects and Perspectives. DATE (2021)
Adarsh Kumar Kosta, Malik Aqeel Anwar, Priyadarshini Panda, Arijit Raychowdhury, Kaushik Roy
RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning. CoRR (2021)