Video Time Encoding Machines

  title={Video Time Encoding Machines},
  author={Aurel A. Lazar and Eftychios A. Pnevmatikakis},
  journal={IEEE Transactions on Neural Networks},
We investigate architectures for time encoding and time decoding of visual stimuli such as natural and synthetic video streams (movies, animation). The architecture for time encoding is akin to models of the early visual system. It consists of a bank of filters in cascade with single-input multi-output neural circuits. Neuron firing is based on either a threshold-and-fire or an integrate-and-fire spiking mechanism with feedback. We show that analog information is represented by the neural… CONTINUE READING
Highly Cited
This paper has 88 citations. REVIEW CITATIONS
Recent Discussions
This paper has been referenced on Twitter 1 time over the past 90 days. VIEW TWEETS
30 Citations
37 References
Similar Papers


Publications citing this paper.
Showing 1-10 of 30 extracted citations

89 Citations

Citations per Year
Semantic Scholar estimates that this publication has 89 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.
Showing 1-10 of 37 references

An Introduction to Frames and Riesz Bases (Applied and Numerical Harmonic Analysis)

  • O. Christensen
  • Basel, Switzerland: Birkhäuser,
  • 2003
Highly Influential
3 Excerpts

Spikes as projections: Representation and processing of sensory stimuli in the time domain

  • E. A. Pnevmatikakis
  • Ph.D. dissertation, Dept. Elect. Eng., Columbia…
  • 2010
1 Excerpt

A continuous-time asynchronous sigma delta analog to digital converter for broadband wireless receiver with adaptive digital calibration technique

  • S. Y. Ng
  • Ph.D. dissertation, Dept. Elect. Comput. Eng…
  • 2009
1 Excerpt

Similar Papers

Loading similar papers…