Table of Contents

• Reducing the Spike Rate in Deep Spiking Neural NetworksRiccardo Fontanini, David Esseni, Mirko Loghi. [doi]
• Semi-Supervised Graph Structure Learning on Neuromorphic ComputersGuojing Cong, Seung-Hwan Lim, Shruti R. Kulkarni, Prasanna Date, Thomas E. Potok, Shay Snyder, Maryam Parsa, Catherine D. Schuman. [doi]
• Low-Shot Learning and Pattern Separation using Cellular Automata Integrated CNNsTej Pandit, Dhireesha Kudithipudi. [doi]
• Apples-to-spikes: The first detailed comparison of LASSO solutions generated by a spiking neuromorphic processorKyle Henke, Michael Teti, Garrett T. Kenyon, Ben Migliori, Gerd J. Kunde. [doi]
• Neuromorphic Computing is Turing-CompletePrasanna Date, Thomas E. Potok, Catherine D. Schuman, Bill Kay. [doi]
• Think Fast: Time Control in Varying Paradigms of Spiking Neural NetworksSteven C. Nesbit, Andrew O'Brien, Jocelyn Rego, Gavin Parpart, Carlos González Rivera, Garrett T. Kenyon, Edward Kim, Terrence C. Stewart, Yijing Watkins. [doi]
• RetinoSim: an Event-based Data Synthesis Tool for Neuromorphic Vision Architecture ExplorationJonah Sengupta, Susan Liu, Andreas G. Andreou. [doi]
• Resonate-and-Fire Neurons for Radar Interference DetectionJulian Hille, Daniel Auge, Cyprian Grassmann, Alois C. Knoll. [doi]
• Attentive Decision-making and Dynamic Resetting of Continual Running SRNNs for End-to-End Streaming Keyword SpottingBojian Yin, Qinghai Guo, Federico Corradi, Sander M. Bohté. [doi]
• Experiencing Prosthetic Vision with Event-Based SensorsBodo Rueckauer, Marcel van Gerven. [doi]
• Learning to Parameterize a Stochastic Process Using Neuromorphic Data GenerationWilliam Severa, J. Darby Smith, James Bradley Aimone, Richard B. Lehoucq. [doi]
• Distributed Localization with Grid-based Representations on Digital Elevation ModelsFelix Wang, Corinne Teeter, Sarah Luca, Srideep Musuvathy, James Bradley Aimone. [doi]
• Sparse Vector Binding on Spiking Neuromorphic Hardware Using Synaptic DelaysAlpha Renner, Yulia Sandamirskaya, Friedrich T. Sommer, Edward Paxon Frady. [doi]
• A Neuromorphic Algorithm for Radiation Anomaly DetectionJames Ghawaly, Aaron Young, Dan Archer, Nick Prins, Brett Witherspoon, Catherine D. Schuman. [doi]
• An Event-driven Recurrent Spiking Neural Network Architecture for Efficient Inference on FPGAAnand Sankaran, Paul Detterer, Kalpana Kannan, Nikolaos Alachiotis, Federico Corradi. [doi]
• Spatiotemporal Pattern Recognition in Single Mixed-Signal VLSI Neurons with Heterogeneous Dynamic SynapsesMattias Nilsson, Foteini Liwicki, Fredrik Sandin. [doi]
• Interactive continual learning for robots: a neuromorphic approachElvin Hajizada, Patrick Berggold, Massimiliano Iacono, Arren Glover, Yulia Sandamirskaya. [doi]
• Event-Based Camera Simulation Wrapper for Arcade Learning EnvironmentCharles Rizzo, Catherine D. Schuman, James S. Plank. [doi]
• On-Chip Learning with a 15-neuron Digital Oscillatory Neural Network Implemented on ZYNQ ProcessorMadeleine Abernot, Thierry Gil, Aida Todri-Sanial. [doi]
• Fine-tuning Deep Reinforcement Learning Policies with r-STDP for Domain AdaptationMahmoud Akl, Yulia Sandamirskaya, Deniz Ergene, Florian Walter, Alois C. Knoll. [doi]
• Evaluating Encoding and Decoding Approaches for Spiking Neuromorphic SystemsCatherine D. Schuman, Charles Rizzo, John McDonald-Carmack, Nicholas D. Skuda, James S. Plank. [doi]
• Optimizing Recurrent Spiking Neural Networks with Small Time Constants for Temporal TasksYuan Zeng, Edward Jeffs, Terrence C. Stewart, Yevgeny Berdichevsky, Xiaochen Guo. [doi]
• Neuro-symbolic computing with spiking neural networksDominik Dold, Josep Soler Garrido, Victor Caceres Chian, Marcel Hildebrandt, Thomas A. Runkler. [doi]
• Towards a Laser Warning System in the Visible Spectrum using a Neuromorphic CameraAntony Orth, Terrence Stewart, Michel Picard, Marc-Antoine Drouin. [doi]
• Design and implementation of a parsimonious neuromorphic PID for onboard altitude control for MAVs using neuromorphic processorsStein Stroobants, Julien Dupeyroux, Guido de Croon. [doi]
• A general approach to fast online training of modern datasets on real neuromorphic systems without backpropagationSonia M. Buckley, Adam N. McCaughan. [doi]
• Dictionary Learning with Accumulator NeuronsGavin Parpart, Carlos González Rivera, Terrence C. Stewart, Edward Kim, Jocelyn Rego, Andrew O'Brien, Steven Nesbit, Garrett T. Kenyon, Yijing Watkins. [doi]
• Efficient Spike Encoding Algorithms for Neuromorphic Speech RecognitionSidi Yaya Arnaud Yarga, Jean Rouat, Sean U. N. Wood. [doi]
• A Virtual Fence for Drones: Efficiently Detecting Propeller Blades with a DVXplorer Event CameraTerrence Stewart, Marc-Antoine Drouin, Michel Picard, Frank Billy Djupkep Dizeu, Anthony Orth, Guillaume Gagné. [doi]
• LODeNNS: A Linearly-approximated and Optimized Dendrocentric Nearest Neighbor STDPAkwasi Akwaboah, Ralph Etienne-Cummings. [doi]