Temporal coding in spiking neural networks with alpha synaptic function
We propose a spiking neural network model that encodes information in the relative timing
of individual neuron spikes and performs classification using the first output neuron to spike …
of individual neuron spikes and performs classification using the first output neuron to spike …
Temporal Coding in Spiking Neural Networks With Alpha Synaptic Function: Learning With Backpropagation.
IM Comsa, K Potempa, L Versari… - IEEE Transactions on …, 2022 - europepmc.org
The timing of individual neuronal spikes is essential for biological brains to make fast
responses to sensory stimuli. However, conventional artificial neural networks lack the …
responses to sensory stimuli. However, conventional artificial neural networks lack the …
Temporal coding in spiking neural networks with alpha synaptic function
IM Comșa, L Versari, T Fischbacher, A Gesmundo… - research.google
The timing of individual neuronal spikes is essential for biological brains to make fast
responses to sensory stimuli. However, conventional artificial neural networks lack the …
responses to sensory stimuli. However, conventional artificial neural networks lack the …
Temporal Coding in Spiking Neural Networks with Alpha Synaptic Function
IM Comșa - sigport.org
Decay constant τ[0.1, 2] 0.18 Fire threshold θ[0.1, 1.5] 1.17 Number of hidden layers.[0,
4]⨯[2, 1000]* 1⨯ 340 Number of pulses per layer.[0, 10] 10 Multiplier for non-pulse weights …
4]⨯[2, 1000]* 1⨯ 340 Number of pulses per layer.[0, 10] 10 Multiplier for non-pulse weights …
Temporal Coding in Spiking Neural Networks With Alpha Synaptic Function: Learning With Backpropagation
IM Comsa, K Potempa, L Versari… - … on neural networks …, 2022 - pubmed.ncbi.nlm.nih.gov
The timing of individual neuronal spikes is essential for biological brains to make fast
responses to sensory stimuli. However, conventional artificial neural networks lack the …
responses to sensory stimuli. However, conventional artificial neural networks lack the …
TEMPORAL CODING IN SPIKING NEURAL NETWORKS WITH ALPHA SYNAPTIC FUNCTION
I Comsa, IM Comsa, K Potempa, L Versari… - sigport.org
We propose a spiking neural network model that encodes information in the relative timing
of individual neuron spikes and performs classification using the first output neuron to spike …
of individual neuron spikes and performs classification using the first output neuron to spike …
Temporal coding in spiking neural networks with alpha synaptic function
IM Comsa, K Potempa, L Versari, T Fischbacher… - research.google
The timing of individual neuronal spikes is essential for biological brains to make fast
responses to sensory stimuli. However, conventional artificial neural networks lack the …
responses to sensory stimuli. However, conventional artificial neural networks lack the …