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03/14/2016
Investigation of event-based memory surfaces for high-speed tracking, unsupervised feature extraction and object recognition
In this paper we compare event-based decaying and time based-decaying me...
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03/13/2016
A Stochastic Approach to STDP
We present a digital implementation of the Spike Timing Dependent Plasti...
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09/03/2015
A Reconfigurable Mixed-signal Implementation of a Neuromorphic ADC
We present a neuromorphic Analogue-to-Digital Converter (ADC), which use...
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09/03/2015
A compact aVLSI conductance-based silicon neuron
We present an analogue Very Large Scale Integration (aVLSI) implementati...
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07/21/2015
A neuromorphic hardware architecture using the Neural Engineering Framework for pattern recognition
We present a hardware architecture that uses the Neural Engineering Fram...
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07/10/2015
A Trainable Neuromorphic Integrated Circuit that Exploits Device Mismatch
Random device mismatch that arises as a result of scaling of the CMOS (c...
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05/11/2015
An Online Learning Algorithm for Neuromorphic Hardware Implementation
We propose a sign-based online learning (SOL) algorithm for a neuromorph...
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03/02/2015
A neuromorphic hardware framework based on population coding
In the biological nervous system, large neuronal populations work collab...
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03/02/2015
FPGA Implementation of the CAR Model of the Cochlea
The front end of the human auditory system, the cochlea, converts sound ...
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08/06/2014
Racing to Learn: Statistical Inference and Learning in a Single Spiking Neuron with Adaptive Kernels
This paper describes the Synapto-dendritic Kernel Adapting Neuron (SKAN)...
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11/06/2013
Delay Learning Architectures for Memory and Classification
We present a neuromorphic spiking neural network, the DELTRON, that can ...
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06/13/2013