PublicationsΒΆ

The Time Encoding and Decoding Toolkit implements algorithms from the following publications:

[1] A.A. Lazar, Time Encoding with an Integrate-and-Fire Neuron with a Refractory Period, Neurocomputing, Vol. 58-60, pp. 53-58, Jun. 2004

[2] A.A. Lazar and L.T. Toth, Perfect Recovery and Sensitivity Analysis of Time Encoded Bandlimited Signals, IEEE Transactions on Circuits and Systems-I: Regular Papers, Vol. 51, No. 10, pp. 2060-2073, Oct. 2004

[3] A.A. Lazar, Multichannel Time Encoding with Integrate-and-Fire Neurons, Neurocomputing, Vol. 65-66, pp. 401-407, Jun. 2005

[4] A.A. Lazar, E.K. Simonyi, and L.T. Toth, Fast Recovery Algorithms of Time Encoded Bandlimited Signals, IEEE International Conference on Acoustics, Speech and Signal Processing, Vol. 4, pp. 237-240, Philadelphia, PA, Mar. 19-23, 2005

[7] A.A. Lazar, Information Representation with an Ensemble of Hodgkin-Huxley Neurons, Neurocomputing, Vol. 70, pp. 1764-1771, Jun. 2007

[11] A.A. Lazar and E.A. Pnevmatikakis, Reconstruction of Sensory Stimuli Encoded with Integrate-and-Fire Neurons with Random Thresholds, EURASIP Journal on Advances in Signal Processing, Special Issue on Statistical Signal Processing in Neuroscience, Vol. 2009, 2009

[12] A.A. Lazar and E.A. Pnevmatikakis, Consistent Recovery of Sensory Stimuli Encoded with MIMO Neural Circuits, Computational Intelligence and Neuroscience, Special Issue on Signal Processing for Neural Spike Trains, Feb. 2010