Spiking Neural Networks for Computational Intelligence: An Overview (original) (raw)
Related papers
Sensors, 2021
Spiking Neural Networks and Their Applications: A Review
Brain Sciences
Buletinul Institutului Politehnic din Iaşi, 2022
Can Deep Neural Networks be Converted to Ultra Low-Latency Spiking Neural Networks?
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)
Frontiers in Neuroscience, 2020
Probability in the Engineering and Informational Sciences, 2019
Fast-Classifying, High-Accuracy Spiking Deep Networks Through Weight and Threshold Balancing
Accurate, Energy-Efficient Classification with Spiking Random Neural Network
Training Deep Spiking Neural Networks
2020
Training Energy-Efficient Deep Spiking Neural Networks with Single-Spike Hybrid Input Encoding
2021 International Joint Conference on Neural Networks (IJCNN), 2021
Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust Performance
2021
ArXiv, 2020
Proceedings of the AAAI Conference on Artificial Intelligence
A Spike in Performance: Training Hybrid-Spiking Neural Networks with Quantized Activation Functions
ArXiv, 2020
Computing with Spiking Neuron Networks A Review
Acceleration of spiking neural networks in emerging multi-core and GPU architectures
Parallel & Distributed …, 2010
An Optimized Deep Spiking Neural Network Architecture Without Gradients
IEEE Access
Frontiers in Neuroscience
Neural Architecture Search for Spiking Neural Networks
2022
Explicitly Trained Spiking Sparsity in Spiking Neural Networks with Backpropagation
ArXiv, 2020
Emerging applications of Deep Learning and Spiking ANN
Neural Computing and Applications
International Conference on Neuromorphic Systems 2021, 2021
A novel and efficient classifier using spiking neural network
The Journal of Supercomputing, 2019
Applied Sciences
A Fully Spiking Hybrid Neural Network for Energy-Efficient Object Detection
IEEE Transactions on Image Processing
Frontiers in Neuroscience, 2015
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
DS4NN: Direct training of deep spiking neural networks with single spike-based temporal coding
[Re] Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks
2021
Hardware Spiking Neural Networks: Slow Tasks Resilient Learning with Longer Term-Memory Bits
2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2019
Challenges for large-scale implementations of spiking neural networks on FPGAs
Neurocomputing, 2007
arXiv (Cornell University), 2020
Towards Energy-Efficient, Low-Latency and Accurate Spiking LSTMs
arXiv (Cornell University), 2022