conftrace_

spiking neural network

331 papers

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Also known as

SNN

Co-occurring keywords

neuromorphic computing (95) energy efficiency (138) surrogate gradient (31) neuromorphic hardware (26) image classification (1944) membrane potential (24) artificial neural network (27) event camera (289) attention mechanism (4001) ann-snn conversion (15)

Papers

Synch-Graph: Multisensory Emotion Recognition Through Neural Synchrony via Graph Convolutional Networks AAAI 2020
Biologically Plausible Sequence Learning with Spiking Neural Networks AAAI 2020
Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks AAAI 2020
Event-Driven Visual-Tactile Sensing and Learning for Robots RSS 2020
Unifying Activation- and Timing-based Learning Rules for Spiking Neural Networks NIPS 2020
Minimax Dynamics of Optimally Balanced Spiking Networks of Excitatory and Inhibitory Neurons NIPS 2020
Spike-Train Level Backpropagation for Training Deep Recurrent Spiking Neural Networks NIPS 2019
TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding AAAI 2019
Training a Spiking Neural Network with Equilibrium Propagation AISTATS 2019
STCA: Spatio-Temporal Credit Assignment with Delayed Feedback in Deep Spiking Neural Networks IJCAI 2019
Implementation of Boolean AND and OR Logic Gates with Biologically Reasonable Time Constants in Spiking Neural Networks AAAI 2019
Direct Training for Spiking Neural Networks: Faster, Larger, Better AAAI 2019
Robust Sound Recognition: A Neuromorphic Approach INTERSPEECH 2019
Jointly Learning Network Connections and Link Weights in Spiking Neural Networks IJCAI 2018
Non-linear motor control by local learning in spiking neural networks ICML 2018
Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks NIPS 2018
SLAYER: Spike Layer Error Reassignment in Time NIPS 2018
Brain-inspired Balanced Tuning for Spiking Neural Networks IJCAI 2018
CSNN: An Augmented Spiking based Framework with Perceptron-Inception IJCAI 2018
Long short-term memory and Learning-to-learn in networks of spiking neurons NIPS 2018
Gradient Descent for Spiking Neural Networks NIPS 2018
A neuromorphic controller for a robotic vehicle equipped with a dynamic vision sensor RSS 2017
Seeing Into Darkness: Scotopic Visual Recognition CVPR 2017
A Low Power, Fully Event-Based Gesture Recognition System CVPR 2017
Improving Classification Accuracy of Feedforward Neural Networks for Spiking Neuromorphic Chips IJCAI 2017