2.3k citations · 3.2k across the 16 of their papers we have counts for
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Fast Neuromimetic Object Recognition using FPGA Outperforms GPU Implementations
Garrick Orchard, Jacob G. Martin, R. Jacob Vogelstein +1
Recognition of objects in still images has traditionally been regarded as a difficult computational problem. Although modern automated methods for visual object recognition have ac…
Bioinspired Visual Motion Estimation
Garrick Orchard, Ralph Etienne-Cummings
Visual motion estimation is a computationally intensive, but important task for sighted animals. Replicating the robustness and efficiency of biological visual motion estimation in…
HFirst: A Temporal Approach to Object Recognition
Garrick Orchard, Cedric Meyer, Ralph Etienne-Cummings +3
This paper introduces a spiking hierarchical model for object recognition which utilizes the precise timing information inherently present in the output of biologically inspired as…
Converting Static Image Datasets to Spiking Neuromorphic Datasets Using Saccades
Garrick Orchard, Ajinkya Jayawant, Gregory Cohen +1
Creating datasets for Neuromorphic Vision is a challenging task. A lack of available recordings from Neuromorphic Vision sensors means that data must typically be recorded specific…