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06/14/2023
Are training trajectories of deep single-spike and deep ReLU network equivalent?
Communication by binary and sparse spikes is a key factor for the energy...
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04/14/2023
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras
Optical flow provides information on relative motion that is an importan...
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04/11/2023
Online Spatio-Temporal Learning with Target Projection
Recurrent neural networks trained with the backpropagation through time ...
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03/13/2023
Dynamic Event-based Optical Identification and Communication
Optical identification is often done with spatial or temporal visual pat...
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12/23/2022
An Exact Mapping From ReLU Networks to Spiking Neural Networks
Deep spiking neural networks (SNNs) offer the promise of low-power artif...
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09/28/2022
On the visual analytic intelligence of neural networks
Visual oddity task was conceived as a universal ethnic-independent analy...
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10/04/2021
Towards efficient end-to-end speech recognition with biologically-inspired neural networks
Automatic speech recognition (ASR) is a capability which enables a progr...
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07/24/2020
Online Spatio-Temporal Learning in Deep Neural Networks
Biological neural networks are equipped with an inherent capability to c...
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12/17/2018