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20212026
most citedHardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks

17 citations · 30 across the 12 of their papers we have counts for

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6 papers · 1 filter

cs.CV2025★ 1 cited

TOFFE -- Temporally-binned Object Flow from Events for High-speed and Energy-Efficient Object Detection and Tracking

Adarsh Kumar Kosta, Amogh Joshi, Arjun Roy +3

Object detection and tracking is an essential perception task for enabling fully autonomous navigation in robotic systems. Edge robot systems such as small drones need to execute c…

cs.CV2023★ 4 cited

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

Shubham Negi, Deepika Sharma, Adarsh Kumar Kosta +1

In the field of robotics, event-based cameras are emerging as a promising low-power alternative to traditional frame-based cameras for capturing high-speed motion and high dynamic…

cs.CV2023★ 1 cited

FEDORA: Flying Event Dataset fOr Reactive behAvior

Amogh Joshi, Adarsh Kosta, Wachirawit Ponghiran +2

The ability of resource-constrained biological systems such as fruitflies to perform complex and high-speed maneuvers in cluttered environments has been one of the prime sources of…

cs.CV2022★ 2 cited

HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities

Shristi Das Biswas, Adarsh Kosta, Chamika Liyanagedera +2

Event cameras detect changes in per-pixel intensity to generate asynchronous `event streams'. They offer great potential for accurate semantic map retrieval in real-time autonomous…

cs.CV2022★ 3 cited

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

Adarsh Kumar Kosta, Kaushik Roy

Event-based cameras have recently shown great potential for high-speed motion estimation owing to their ability to capture temporally rich information asynchronously. Spiking Neura…

cs.CV2021★ 1 cited

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

Chankyu Lee, Adarsh Kumar Kosta, Kaushik Roy

Standard frame-based cameras that sample light intensity frames are heavily impacted by motion blur for high-speed motion and fail to perceive scene accurately when the dynamic ran…