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TI-46 Spoken Digits Recognition
The TI-46 spoken digits dataset comprises of 5 speakers uttering 10 times each of the 10 digits (500 samples) -
On the Self-Repair Role of Astrocytes in STDP Enabled Unsupervised SNNs
The MNIST and Fashion-MNIST datasets are used to train and evaluate the proposed astrocyte enabled self-repair learning rule. -
MOON dataset
The MOON dataset is used to test the proposed TEMP-based spiking neural network. -
Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning
This paper introduces Graph Reasoning Spiking Neural Networks (GRSNN) for efficient graph reasoning, leveraging the temporal domain and synaptic delay. -
Minimal Spiking Neural Networks
A minimal motif consists of only two interconnected neurons – one excitatory neuron with a delayed self-connection (autapse) and one inhibitory neuron, yielding a bistable motif... -
FPGA Implementation of Simplified Spiking Neural Network
The proposed model is validated on a Xilinx Virtex 6 FPGA and analyzes a fully connected network which consists of 800 neurons and 12,544 synapses in real-time. -
MNIST, CIFAR10, CIFAR100, DVS-Gesture
The dataset used in this paper is a spiking neural network dataset. -
BlendedMVS
The dataset used in the paper SpikingNeRF: Making Bio-inspired Neural Networks See through the Real World -
Synthetic-NSVF
The dataset used in the paper SpikingNeRF: Making Bio-inspired Neural Networks See through the Real World -
Synthetic-NeRF
The dataset used in the paper SpikingNeRF: Making Bio-inspired Neural Networks See through the Real World
