4 citations · 6 across the 3 of their papers we have counts for
3 papers
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.LG2023★ 2 cited
X-Former: In-Memory Acceleration of Transformers
Shrihari Sridharan, Jacob R. Stevens, Kaushik Roy +1
Transformers have achieved great success in a wide variety of natural language processing (NLP) tasks due to the attention mechanism, which assigns an importance score for every wo…
cs.AR2023
HADES: Hardware/Algorithm Co-design in DNN accelerators using Energy-efficient Approximate Alphabet Set Multipliers
Arani Roy, Kaushik Roy
Edge computing must be capable of executing computationally intensive algorithms, such as Deep Neural Networks (DNNs) while operating within a constrained computational resource bu…