Event-Based Feature Extraction Using Adaptive Selection Thresholds

Investigation of Event-Based Surfaces for High-Speed Detection, Unsupervised Feature Extraction, and Object Recognition

(2019) Saeed Afshar et al.   Frontiers in Neuroscience

Stereo Matching in Address-Event-Representation (AER) Bio-Inspired Binocular Systems in a Field-Programmable Gate Array (FPGA)

(2019) Manuel Dominguez-Morales et al.   Electronics

Spatial and Temporal Downsampling in Event-Based Visual Classification

(2018) Gregory Cohen et al.   IEEE Transactions on Neural Networks and Learning Systems

HOTS: A Hierarchy of Event-Based Time-Surfaces for Pattern Recognition

(2017) Xavier Lagorce et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

DVS Benchmark Datasets for Object Tracking, Action Recognition, and Object Recognition

(2016) Yuhuang Hu et al.   Frontiers in Neuroscience

A Dataset for Visual Navigation with Neuromorphic Methods

(2016) Francisco Barranco et al.   Frontiers in Neuroscience

Evaluation of Event-Based Algorithms for Optical Flow with Ground-Truth from Inertial Measurement Sensor

(2016) Bodo Rueckauer et al.   Frontiers in Neuroscience

Skimming Digits: Neuromorphic Classification of Spike-Encoded Images

(2016) Gregory K. Cohen et al.   Frontiers in Neuroscience

Training Deep Spiking Neural Networks Using Backpropagation

(2016) Jun Haeng Lee et al.   Frontiers in Neuroscience

Turn Down That Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron

(2015) Saeed Afshar et al.   IEEE Transactions on Biomedical Circuits and Systems

HFirst: A Temporal Approach to Object Recognition

(2015) Garrick Orchard et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Asynchronous event-based corner detection and matching

(2015) Xavier Clady et al.   NEURAL NETWORKS

Online and adaptive pseudoinverse solutions for ELM weights

(2015) André van Schaik et al.   NEUROCOMPUTING

Converting Static Image Datasets to Spiking Neuromorphic Datasets Using Saccades

(2015) Garrick Orchard et al.   Frontiers in Neuroscience

Spatiotemporal features for asynchronous event-based data

(2015) Xavier Lagorce et al.   Frontiers in Neuroscience

A 240 × 180 130 dB 3 µs Latency Global Shutter Spatiotemporal Vision Sensor

(2014) Christian Brandli et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Retinomorphic Event-Based Vision Sensors: Bioinspired Cameras With Spiking Output

(2014) Christoph Posch et al.   PROCEEDINGS OF THE IEEE

Asynchronous Neuromorphic Event-Driven Image Filtering

(2014) Sio-Hoi Ieng et al.   PROCEEDINGS OF THE IEEE

Racing to learn: statistical inference and learning in a single spiking neuron with adaptive kernels

(2014) Saeed Afshar et al.   Frontiers in Neuroscience

Event-Based Visual Flow

(2013) Ryad Benosman et al.   IEEE Transactions on Neural Networks and Learning Systems

Synthesis of neural networks for spatio-temporal spike pattern recognition and processing

(2013) Jonathan C. Tapson et al.   Frontiers in Neuroscience

Recent advances and trends in visual tracking: A review

(2011) Hanxuan Yang et al.   NEUROCOMPUTING

A QVGA 143 dB Dynamic Range Frame-Free PWM Image Sensor With Lossless Pixel-Level Video Compression and Time-Domain CDS

(2010) Christoph Posch et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS