Artificial Intelligence | Computer Science | Neuroscience Fully Spiking Actor Network With Intralayer Connections for Reinforcement Learning. February 6, 2024
Other Spiking CMOS-NVM mixed-signal neuromorphic ConvNet with circuit- and training-optimized temporal subsampling. August 3, 2023
Fiber-Optic Communication | Neural Networks | Optics High-performance end-to-end deep learning IM/DD link using optics-informed neural networks. June 29, 2023
Machine Learning | Neuroscience | Time Series Analysis Reservoir based spiking models for univariate Time Series Classification. June 26, 2023
Machine Learning | Neuroscience Backpropagation-Based Learning Techniques for Deep Spiking Neural Networks: A Survey. April 7, 2023
Other E-prop on SpiNNaker 2: Exploring online learning in spiking RNNs on neuromorphic hardware. December 15, 2022
Artificial Intelligence | Neuroscience | Robotics Braille letter reading: A benchmark for spatio-temporal pattern recognition on neuromorphic hardware. November 28, 2022
Artificial Intelligence | Neuroscience Human-Level Control Through Directly Trained Deep Spiking Q -Networks. September 5, 2022
Artificial Intelligence | Computer Science | Neurology SSTDP: Supervised Spike Timing Dependent Plasticity for Efficient Spiking Neural Network Training. November 22, 2021
Neurology | Neuromorphic Engineering Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks. September 17, 2021
Other Layer-Skipping Connections Improve the Effectiveness of Equilibrium Propagation on Layered Networks. June 3, 2021