Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 6 of 6 for “"temporal encoding"”.
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Temporal encoding in the visual system
A new model for temporal and spatial encoding in the visual system is developed and presented. The model indicates that spatial information is encoded in a manner similar to the encoding of temporal information. Experimental evidence related to this model is presented and analyzed. The temporal …
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Design and FPGA Implementation of Optimized and Digital Multiplexing Spiking Encoders for Neuromorphic Computing
… A crucial step in this process is spike encoding, which converts continuous input signals into discrete spike trains. This encoding not only preserves temporal features of the spectrum but also allows the reservoir to exploit time-dependent dynamics for richer representations. By …
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Unitary transformations on temporal modes using dispersive optics for Boson Sampling and quantum simulation
… linear optics experiments by moving from spatial encoding to temporal encoding and using dispersion. This enables significant practical advantages for linear quantum optics and Boson Sampling experiments. Passing identical, consecutively heralded photons through time-independent dispersion and …
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Polychronization as a mechanism for language acquisition in spiking neural networks
… patterns of spiking, reproducible spatio-temporal stamps consisting of the precisely timed activations of their constituent neurons. At a high level, these polychronous neural groups may be thought of as a form of temporal encoding of information within the network. We propose that this …
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Highly Efficient Neuromorphic Computing Systems With Emerging Nonvolatile Memories
… An improved version of time-to-first-spike temporal encoding is proposed to use single spikes in accelerating the execution speed.</p><p>Finally, this dissertation presents hardware/software codesign techniques for the implementation of neuromorphic computing systems with emerging …
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Spike Processing Circuit Design for Neuromorphic Computing
… 〖10〗^0KHz and 〖10〗^2KHz due to the limitation of encoding/decoding speed. In this dissertation, all these popular encoding and decoding schemes, i.e. rate encoding, latency encoding, ISI encoding, together with related hardware implementations have been discussed and analyzed. The contributions …