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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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11/21/2020
On-Chip Error-triggered Learning of Multi-layer Memristive Spiking Neural Networks
Recent breakthroughs in neuromorphic computing show that local forms of ...
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10/22/2020
Brain-Inspired Learning on Neuromorphic Substrates
Neuromorphic hardware strives to emulate brain-like neural networks and ...
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03/05/2020
Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators
The energy efficiency of neuromorphic hardware is greatly affected by th...
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01/28/2019
Surrogate Gradient Learning in Spiking Neural Networks
A growing number of neuromorphic spiking neural network processors that ...
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11/14/2015