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neuromorphic computing

95 papers

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Co-occurring keywords

spiking neural network (331) energy efficiency (137) neuromorphic hardware (26) surrogate gradient (31) attention mechanism (3975) event camera (289) event-based vision (51) spiking neuron (35) image classification (1943) membrane potential (24)

Papers

Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks AAAI 2020
Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection AAAI 2020
Robust Sound Recognition: A Neuromorphic Approach INTERSPEECH 2019
Direct Training for Spiking Neural Networks: Faster, Larger, Better AAAI 2019
Implementation of Boolean AND and OR Logic Gates with Biologically Reasonable Time Constants in Spiking Neural Networks AAAI 2019
A Low Power, High Throughput, Fully Event-Based Stereo System CVPR 2018
Improving Classification Accuracy of Feedforward Neural Networks for Spiking Neuromorphic Chips IJCAI 2017
A Low Power, Fully Event-Based Gesture Recognition System CVPR 2017
A neuromorphic controller for a robotic vehicle equipped with a dynamic vision sensor RSS 2017
Photonic Delay Systems as Machine Learning Implementations JMLR 2015
Backpropagation for Energy-Efficient Neuromorphic Computing NIPS 2015
Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NIPS 2012
A dynamic excitatory-inhibitory network in a VLSI chip for spiking information reregistrations NIPS 2012
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm NIPS 2011
A VLSI Implementation of the Adaptive Exponential Integrate-and-Fire Neuron Model NIPS 2010
Short-Term Depression in VLSI Stochastic Synapse NIPS 2008
An in-silico Neural Model of Dynamic Routing through Neuronal Coherence NIPS 2007
A configurable analog VLSI neural network with spiking neurons and self-regulating plastic synapses NIPS 2007
Attentional Processing on a Spike-Based VLSI Neural Network NIPS 2006
A selective attention multi--chip system with dynamic synapses and spiking neurons NIPS 2006