440 citations · 1.2k across the 89 of their papers we have counts for
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cs.CV2016★ 1 cited
FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition
Priyadarshini Panda, Aayush Ankit, Parami Wijesinghe +1
Machine-learning algorithms have shown outstanding image recognition or classification performance for computer vision applications. However, the compute and energy requirement for…
cs.CV2016
Attention Tree: Learning Hierarchies of Visual Features for Large-Scale Image Recognition
Priyadarshini Panda, Kaushik Roy
One of the key challenges in machine learning is to design a computationally efficient multi-class classifier while maintaining the output accuracy and performance. In this paper,…
cs.NE2016★ 4 cited
Unsupervised Regenerative Learning of Hierarchical Features in Spiking Deep Networks for Object Recognition
Priyadarshini Panda, Kaushik Roy
We present a spike-based unsupervised regenerative learning scheme to train Spiking Deep Networks (SpikeCNN) for object recognition problems using biologically realistic leaky inte…