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Dhireesha Kudithipudi

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Papers (12)

  1. Performance-Efficiency Trade-off of Low-Precision Numerical Formats in Deep Neural Networks cs.DC · 2019 · author #6
  2. Neuromemrisitive Architecture of HTM with On-Device Learning and Neurogenesis cs.ET · 2018 · author #2
  3. Deep Positron: A Deep Neural Network Using the Posit Number System cs.DC · 2018 · author #6
  4. Semi-Trained Memristive Crossbar Computing Engine with In-Situ Learning Accelerator cs.ET · 2018 · author #2
  5. Neuromorphic Architecture for the Hierarchical Temporal Memory cs.AI · 2018 · author #2
  6. Mod-DeepESN: Modular Deep Echo State Network cs.LG · 2018 · author #4
  7. Deep Learning Inference on Embedded Devices: Fixed-Point vs Posit cs.CV · 2018 · author #3
  8. On the Statistical Challenges of Echo State Networks and Some Potential Remedies stat.ML · 2018 · author #3
  9. Convolutional Drift Networks for Video Classification cs.CV · 2017 · author #4
  10. Non-volatile Hierarchical Temporal Memory: Hardware for Spatial Pooling cs.AR · 2016 · author #2
  11. Unsupervised Learning in Neuromemristive Systems cs.ET · 2016 · author #2
  12. A Mathematical Formalization of Hierarchical Temporal Memory's Spatial Pooler stat.ML · 2016 · author #3

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