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01/24/2023
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons
With the expansion of AI-powered virtual assistants, there is a need for...
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01/19/2023
ETLP: Event-based Three-factor Local Plasticity for online learning with neuromorphic hardware
Neuromorphic perception with event-based sensors, asynchronous hardware ...
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12/02/2022
Vector Symbolic Finite State Machines in Attractor Neural Networks
Hopfield attractor networks are robust distributed models of human memor...
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11/14/2022
Impact of spiking neurons leakages and network recurrences on event-based spatio-temporal pattern recognition
Spiking neural networks coupled with neuromorphic hardware and event-bas...
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12/06/2021
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision
Event-based vision sensors encode local pixel-wise brightness changes in...
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02/16/2021
Finding the Gap: Neuromorphic Motion Vision in Cluttered Environments
Many animals meander in environments and avoid collisions. How the under...
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12/11/2019
A recipe for creating ideal hybrid memristive-CMOS neuromorphic computing systems
The development of memristive device technologies has reached a level of...
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05/23/2018