Publikationen

Recent publications of PGI-15:

  1. Brain-Inspired Learning on Neuromorphic Substrates,
    F. Zenke, E. O. Neftci
    Proceedings of the IEEE ( Volume: 109, Issue: 5, May 2021)

  2. On-Chip Error-Triggered Learning of Multi-Layer Memristive Spiking Neural Networks
    M. Payvand, M. E. Fouda, F. Kurdahi, A. M. Eltawil and E. O. Neftci,
    IEEE Journal on Emerging and Selected Topics in Circuits and Systems, (Nov. 2020)

  3. Online Few-Shot Gesture Learning on a Neuromorphic Processor
    K. Stewart and G. Orchard and S. B. Shrestha and E. Neftci,
    IEEE Journal on Emerging and Selected Topics in Circuits and Systems, (Oct. 2020)

  4. Brain-Inspired Learning on Neuromorphic Substrates
    Friedemann Zenke and Emre O. Neftci,
    under review (Oct. 2020)

  5. On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor
    K. Stewart and G. Orchard and S. B. Shrestha and E. Neftci
    2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (2020)

  6. Error-triggered Three-Factor Learning Dynamics for Crossbar Arrays
    M. Payvand and M. E. Fouda and F. Kurdahi and A. Eltawil and E. O. Neftci,
    2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (2020)

  7. Terrain Classification with a Reservoir-Based Network of Spiking Neurons
    Xinyun Zou, Tiffany Hwu, Jeffrey Krichmar, Emre Neftci,
    International Symposium on Circuits and Systems, (ISCAS), (2020)

  8. Spiking Neural Network Learning, Benchmarking, Programming and Executing
    Guoqi Li, Lei Deng, Yansong Chua, Peng Li, Emre O Neftci, Haizhou Li,
    Frontiers in Neuroscience ( Volume: 14, 2020)

  9. Zero Velocity Detector for Foot-mounted Inertial Navigation System Assisted by a Dynamic Vision Sensor
    C. . -S. Jao and K. Stewart and J. Conradt and E. Neftci and A. M. Shkel,
    DGON Inertial Sensors and Systems (ISS) (2020).

  10. Synaptic Plasticity Dynamics for Deep Continuous Local Learning (DECOLLE)
    Jacques Kaiser, Hesham Mostafa, Emre Neftci,
    Frontiers in Neuroscience (Volume: 14, pp 424, 2020).

more publications

Letzte Änderung: 03.06.2022