Published in Front Neurosci on May 31, 2011
Real-time classification and sensor fusion with a spiking deep belief network. Front Neurosci (2013) 1.76
Bayesian computation emerges in generic cortical microcircuits through spike-timing-dependent plasticity. PLoS Comput Biol (2013) 1.42
Finding a roadmap to achieve large neuromorphic hardware systems. Front Neurosci (2013) 1.22
Synthesizing cognition in neuromorphic electronic systems. Proc Natl Acad Sci U S A (2013) 1.18
Stochastic phase-change neurons. Nat Nanotechnol (2016) 1.09
Is a 4-bit synaptic weight resolution enough? - constraints on enabling spike-timing dependent plasticity in neuromorphic hardware. Front Neurosci (2012) 1.07
A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses. Front Neurosci (2015) 1.04
Six networks on a universal neuromorphic computing substrate. Front Neurosci (2013) 1.03
A framework for plasticity implementation on the SpiNNaker neural architecture. Front Neurosci (2015) 0.98
Neuromorphic silicon neurons and large-scale neural networks: challenges and opportunities. Front Neurosci (2011) 0.97
A biophysically-based neuromorphic model of spike rate- and timing-dependent plasticity. Proc Natl Acad Sci U S A (2011) 0.97
Enabling an integrated rate-temporal learning scheme on memristor. Sci Rep (2014) 0.92
A 2-transistor/1-resistor artificial synapse capable of communication and stochastic learning in neuromorphic systems. Front Neurosci (2015) 0.92
Real-time biomimetic Central Pattern Generators in an FPGA for hybrid experiments. Front Neurosci (2013) 0.91
A neuromorphic network for generic multivariate data classification. Proc Natl Acad Sci U S A (2014) 0.89
Emergent Auditory Feature Tuning in a Real-Time Neuromorphic VLSI System. Front Neurosci (2012) 0.89
Demonstration of Synaptic Behaviors and Resistive Switching Characterizations by Proton Exchange Reactions in Silicon Oxide. Sci Rep (2016) 0.87
Dynamic neural fields as a step toward cognitive neuromorphic architectures. Front Neurosci (2014) 0.87
Learning and stabilization of winner-take-all dynamics through interacting excitatory and inhibitory plasticity. Front Comput Neurosci (2014) 0.85
Emulating short-term synaptic dynamics with memristive devices. Sci Rep (2016) 0.84
Characterization and compensation of network-level anomalies in mixed-signal neuromorphic modeling platforms. PLoS One (2014) 0.84
Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines. Front Neurosci (2016) 0.83
Systematic computation of nonlinear cellular and molecular dynamics with low-power CytoMimetic circuits: a simulation study. PLoS One (2013) 0.83
Tunable neuromimetic integrated system for emulating cortical neuron models. Front Neurosci (2011) 0.83
Implementation of olfactory bulb glomerular-layer computations in a digital neurosynaptic core. Front Neurosci (2012) 0.82
Spike processing with a graphene excitable laser. Sci Rep (2016) 0.82
Spintronic Nanodevices for Bioinspired Computing. Proc IEEE Inst Electr Electron Eng (2016) 0.81
An FPGA-Based Silicon Neuronal Network with Selectable Excitability Silicon Neurons. Front Neurosci (2012) 0.81
Biophysical Neural Spiking, Bursting, and Excitability Dynamics in Reconfigurable Analog VLSI. IEEE Trans Biomed Circuits Syst (2011) 0.81
Reliability of neuronal information conveyed by unreliable neuristor-based leaky integrate-and-fire neurons: a model study. Sci Rep (2015) 0.81
Toward Building Hybrid Biological/in silico Neural Networks for Motor Neuroprosthetic Control. Front Neurorobot (2015) 0.80
Modeling and Experimental Demonstration of a Hopfield Network Analog-to-Digital Converter with Hybrid CMOS/Memristor Circuits. Front Neurosci (2015) 0.80
Emulated muscle spindle and spiking afferents validates VLSI neuromorphic hardware as a testbed for sensorimotor function and disease. Front Comput Neurosci (2014) 0.79
Self-Adaptive Spike-Time-Dependent Plasticity of Metal-Oxide Memristors. Sci Rep (2016) 0.79
PyNCS: a microkernel for high-level definition and configuration of neuromorphic electronic systems. Front Neuroinform (2014) 0.79
Neuromorphic meets Neuromechanics PART I: The Methodology and Implementation. J Neural Eng (2017) 0.79
Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses. Nat Commun (2016) 0.78
Event-driven contrastive divergence: neural sampling foundations. Front Neurosci (2015) 0.78
Benchmarking Spike-Based Visual Recognition: A Dataset and Evaluation. Front Neurosci (2016) 0.77
Comparing Neuromorphic Solutions in Action: Implementing a Bio-Inspired Solution to a Benchmark Classification Task on Three Parallel-Computing Platforms. Front Neurosci (2016) 0.77
Dynamical systems analysis of spike-adding mechanisms in transient bursts. J Math Neurosci (2012) 0.77
Implementation of a spike-based perceptron learning rule using TiO2-x memristors. Front Neurosci (2015) 0.77
The ripple pond: enabling spiking networks to see. Front Neurosci (2013) 0.76
Trends and Challenges in Neuroengineering: Toward "Intelligent" Neuroprostheses through Brain-"Brain Inspired Systems" Communication. Front Neurosci (2016) 0.76
Neuromorphic log-domain silicon synapse circuits obey bernoulli dynamics: a unifying tutorial analysis. Front Neurosci (2015) 0.75
Racing to learn: statistical inference and learning in a single spiking neuron with adaptive kernels. Front Neurosci (2014) 0.75
Reverse engineering the cognitive brain. Proc Natl Acad Sci U S A (2013) 0.75
A 4-fJ/Spike Artificial Neuron in 65 nm CMOS Technology. Front Neurosci (2017) 0.75
Physical Realization of a Supervised Learning System Built with Organic Memristive Synapses. Sci Rep (2016) 0.75
Reducing the computational footprint for real-time BCPNN learning. Front Neurosci (2015) 0.75
Leaky Integrate-and-Fire Neuron Circuit Based on Floating-Gate Integrator. Front Neurosci (2016) 0.75
A memristive spiking neuron with firing rate coding. Front Neurosci (2015) 0.75
FPGA implementation of a biological neural network based on the Hodgkin-Huxley neuron model. Front Neurosci (2014) 0.75
Regenerative memory in time-delayed neuromorphic photonic resonators. Sci Rep (2016) 0.75
Emulating the Electrical Activity of the Neuron Using a Silicon Oxide RRAM Cell. Front Neurosci (2016) 0.75
Recent Advances on Neuromorphic Systems Using Phase-Change Materials. Nanoscale Res Lett (2017) 0.75
Connecting the Brain to Itself through an Emulation. Front Neurosci (2017) 0.75
A quantitative description of membrane current and its application to conduction and excitation in nerve. J Physiol (1952) 160.83
Impulses and Physiological States in Theoretical Models of Nerve Membrane. Biophys J (1961) 9.99
Simple model of spiking neurons. IEEE Trans Neural Netw (2003) 7.86
Simulation of networks of spiking neurons: a review of tools and strategies. J Comput Neurosci (2007) 4.29
Adaptive exponential integrate-and-fire model as an effective description of neuronal activity. J Neurophysiol (2005) 3.64
Electrophysiological properties of neocortical neurons in vitro. J Neurophysiol (1982) 3.28
Analog versus digital: extrapolating from electronics to neurobiology. Neural Comput (1998) 2.70
PyNEST: A Convenient Interface to the NEST Simulator. Front Neuroinform (2009) 2.59
A silicon neuron. Nature (1992) 1.99
Generalized integrate-and-fire models of neuronal activity approximate spike trains of a detailed model to a high degree of accuracy. J Neurophysiol (2004) 1.76
Functional implications of burst firing and single spike activity in lateral geniculate relay neurons. Neuroscience (1990) 1.57
A generalized linear integrate-and-fire neural model produces diverse spiking behaviors. Neural Comput (2009) 1.38
Feedback inhibition controls spike transfer in hybrid thalamic circuits. Nature (2002) 1.35
Synaptic dynamics in analog VLSI. Neural Comput (2007) 1.34
Real-Time Classification of Complex Patterns Using Spike-Based Learning in Neuromorphic VLSI. IEEE Trans Biomed Circuits Syst (2009) 1.33
Dynamically reconfigurable silicon array of spiking neurons with conductance-based synapses. IEEE Trans Neural Netw (2007) 1.28
Neurotech for neuroscience: unifying concepts, organizing principles, and emerging tools. J Neurosci (2007) 1.28
Spike-driven synaptic plasticity: theory, simulation, VLSI implementation. Neural Comput (2000) 1.28
Compact silicon neuron circuit with spiking and bursting behaviour. Neural Netw (2007) 1.08
Transistor analogs of emergent iono-neuronal dynamics. HFSP J (2008) 1.07
Irritable bowel syndrome in France: a common, debilitating and costly disorder. Eur J Gastroenterol Hepatol (2004) 1.06
Modeling selective attention using a neuromorphic analog VLSI device. Neural Comput (2000) 1.03
Nonlinear thermodynamic models of voltage-dependent currents. J Comput Neurosci (2001) 1.02
Silicon auditory processors as computer peripherals. IEEE Trans Neural Netw (1993) 1.02
Analog VLSI Biophysical Neurons and Synapses With Programmable Membrane Channel Kinetics. IEEE Trans Biomed Circuits Syst (2010) 0.96
A library of analog operators based on the hodgkin-huxley formalism for the design of tunable, real-time, silicon neurons. IEEE Trans Biomed Circuits Syst (2011) 0.94
A silicon central pattern generator controls locomotion in vivo. IEEE Trans Biomed Circuits Syst (2008) 0.93
A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory. IEEE Trans Neural Netw (2003) 0.93
Neural dynamics in reconfigurable silicon. IEEE Trans Biomed Circuits Syst (2010) 0.93
Building blocks for electronic spiking neural networks. Neural Netw (2001) 0.91
Orientation-selective aVLSI spiking neurons. Neural Netw (2001) 0.90
Thermodynamically equivalent silicon models of voltage-dependent ion channels. Neural Comput (2007) 0.88
Compact low-power calibration mini-DACs for neural arrays with programmable weights. IEEE Trans Neural Netw (2003) 0.87
A subthreshold aVLSI implementation of the Izhikevich simple neuron model. Conf Proc IEEE Eng Med Biol Soc (2010) 0.86
Synchrony in silicon: the gamma rhythm. IEEE Trans Neural Netw (2007) 0.86
Multilayer processing of spatiotemporal spike patterns in a neuron with active dendrites. Neural Comput (2010) 0.86
Analog-digital simulations of full conductance-based networks of spiking neurons with spike timing dependent plasticity. Network (2006) 0.84
A component-based FPGA design framework for neuronal ion channel dynamics simulations. IEEE Trans Neural Syst Rehabil Eng (2006) 0.82
Forward- and backpropagation in a silicon dendrite. IEEE Trans Neural Netw (2001) 0.81
Nonlinear influence of T-channels in an in silico relay neuron. IEEE Trans Biomed Eng (2009) 0.80
Spectral subtraction and cepstral distance for enhancing EEG entropy. Conf Proc IEEE Eng Med Biol Soc (2005) 0.79
CAVIAR: a 45k neuron, 5M synapse, 12G connects/s AER hardware sensory-processing- learning-actuating system for high-speed visual object recognition and tracking. IEEE Trans Neural Netw (2009) 2.96
Dry-contact and noncontact biopotential electrodes: methodological review. IEEE Rev Biomed Eng (2010) 2.27
Different circuits for ON and OFF retinal ganglion cells cause different contrast sensitivities. J Neurosci (2003) 1.97
Real-time classification and sensor fusion with a spiking deep belief network. Front Neurosci (2013) 1.76
Mapping from frame-driven to frame-free event-driven vision systems by low-rate rate coding and coincidence processing--application to feedforward ConvNets. IEEE Trans Pattern Anal Mach Intell (2013) 1.73
On spike-timing-dependent-plasticity, memristive devices, and building a self-learning visual cortex. Front Neurosci (2011) 1.65
Integration of nanoscale memristor synapses in neuromorphic computing architectures. Nanotechnology (2013) 1.61
Decoding of individuated finger movements using surface electromyography. IEEE Trans Biomed Eng (2009) 1.53
HFirst: A Temporal Approach to Object Recognition. IEEE Trans Pattern Anal Mach Intell (2015) 1.48
Rapid determination of particle velocity from space-time images using the Radon transform. J Comput Neurosci (2009) 1.46
The role of high frequencies in speech localization. J Acoust Soc Am (2005) 1.42
Asynchronous decoding of dexterous finger movements using M1 neurons. IEEE Trans Neural Syst Rehabil Eng (2008) 1.36
Neuromorphic sensory systems. Curr Opin Neurobiol (2010) 1.35
A new EEG recording system for passive dry electrodes. Clin Neurophysiol (2010) 1.32
Dry and noncontact EEG sensors for mobile brain-computer interfaces. IEEE Trans Neural Syst Rehabil Eng (2011) 1.29
Dynamically reconfigurable silicon array of spiking neurons with conductance-based synapses. IEEE Trans Neural Netw (2007) 1.28
Neurotech for neuroscience: unifying concepts, organizing principles, and emerging tools. J Neurosci (2007) 1.28
Towards the control of individual fingers of a prosthetic hand using surface EMG signals. Conf Proc IEEE Eng Med Biol Soc (2007) 1.27
Contrast adaptation in subthreshold and spiking responses of mammalian Y-type retinal ganglion cells. J Neurosci (2005) 1.26
Decoding individuated finger movements using volume-constrained neuronal ensembles in the M1 hand area. IEEE Trans Neural Syst Rehabil Eng (2008) 1.24
A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems. Biol Cybern (2011) 1.20
Silicon-Neuron Design: A Dynamical Systems Approach. IEEE Trans Circuits Syst I Regul Pap (2011) 1.17
Real-time modeling and 3D visualization of source dynamics and connectivity using wearable EEG. Conf Proc IEEE Eng Med Biol Soc (2013) 1.16
Asynchronous event-based binocular stereo matching. IEEE Trans Neural Netw Learn Syst (2012) 1.14
Adaptive sound localization with a silicon cochlea pair. Front Neurosci (2010) 1.12
Photon counting, censor corrections, and lifetime imaging for improved detection in two-photon microscopy. J Neurophysiol (2011) 1.09
Separation of concurrent broadband sound sources by human listeners. J Acoust Soc Am (2004) 1.09
Compact silicon neuron circuit with spiking and bursting behaviour. Neural Netw (2007) 1.08
Is a 4-bit synaptic weight resolution enough? - constraints on enabling spike-timing dependent plasticity in neuromorphic hardware. Front Neurosci (2012) 1.07
An XML standard for the dissemination of annotated 2D gel electrophoresis data complemented with mass spectrometry results. BMC Bioinformatics (2004) 1.06
A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses. Front Neurosci (2015) 1.04
Optimization methods for spiking neurons and networks. IEEE Trans Neural Netw (2010) 1.04
Contrasting monaural and interaural spectral cues for human sound localization. J Acoust Soc Am (2004) 1.03
Six networks on a universal neuromorphic computing substrate. Front Neurosci (2013) 1.03
Correction of Th1-dominant cytokine profiles by high-dose dexamethasone in patients with chronic idiopathic thrombocytopenic purpura. J Clin Immunol (2007) 1.02
Optic nerve signals in a neuromorphic chip I: Outer and inner retina models. IEEE Trans Biomed Eng (2004) 1.02
Synthesis of neural networks for spatio-temporal spike pattern recognition and processing. Front Neurosci (2013) 1.01
A silicon retina that reproduces signals in the optic nerve. J Neural Eng (2006) 1.01
Wide-range, picoampere-sensitivity multichannel VLSI potentiostat for neurotransmitter sensing. Conf Proc IEEE Eng Med Biol Soc (2004) 1.00
Functional circuitry for peripheral suppression in Mammalian Y-type retinal ganglion cells. J Neurophysiol (2007) 0.99
Bioavailability and metabolism. Mol Aspects Med (2002) 0.99
Effects of Se-depletion on glutathione peroxidase and selenoprotein W gene expression in the colon. FEBS Lett (2005) 0.96
Frontiers in neuromorphic engineering. Front Neurosci (2011) 0.96
Analog VLSI Biophysical Neurons and Synapses With Programmable Membrane Channel Kinetics. IEEE Trans Biomed Circuits Syst (2010) 0.96
Phase-dependent effects of spinal cord stimulation on locomotor activity. IEEE Trans Neural Syst Rehabil Eng (2006) 0.96
Establishing a novel modeling tool: a python-based interface for a neuromorphic hardware system. Front Neuroinform (2009) 0.96
Computation with spikes in a winner-take-all network. Neural Comput (2009) 0.95
Aggressive fibromatosis of the breast: a case report and literature review. Breast J (2002) 0.95
An integrated imaging microscope for untethered cortical imaging in freely-moving animals. Conf Proc IEEE Eng Med Biol Soc (2010) 0.95
A CMOS In-Pixel CTIA High Sensitivity Fluorescence Imager. IEEE Trans Biomed Circuits Syst (2011) 0.95
Integrated potentiostat for neurotransmitter sensing. A high sensitivity, wide range VLSI design and chip. IEEE Eng Med Biol Mag (2005) 0.95
An ultra-high input impedance ECG amplifier for long-term monitoring of athletes. Med Devices (Auckl) (2010) 0.94
Oculomotor instabilities in zebrafish mutant belladonna: a behavioral model for congenital nystagmus caused by axonal misrouting. J Neurosci (2006) 0.94
Dry electrode bio-potential recordings. Conf Proc IEEE Eng Med Biol Soc (2010) 0.93
Fast vision through frameless event-based sensing and convolutional processing: application to texture recognition. IEEE Trans Neural Netw (2010) 0.92
Asynchronous binaural spatial audition sensor with 2 × 64 × 4 channel output. IEEE Trans Biomed Circuits Syst (2013) 0.92
Design and validation of a real-time spiking-neural-network decoder for brain-machine interfaces. J Neural Eng (2013) 0.92
AGML Central: web based gel proteomic infrastructure. Bioinformatics (2005) 0.92
Spike-frequency adapting neural ensembles: beyond mean adaptation and renewal theories. Neural Comput (2007) 0.91
A multichip neuromorphic system for spike-based visual information processing. Neural Comput (2007) 0.90
An FPGA Implementation of a Polychronous Spiking Neural Network with Delay Adaptation. Front Neurosci (2013) 0.88
Thermodynamically equivalent silicon models of voltage-dependent ion channels. Neural Comput (2007) 0.88
Real-time simulation of biologically realistic stochastic neurons in VLSI. IEEE Trans Neural Netw (2010) 0.87
Real-Time Neuroimaging and Cognitive Monitoring Using Wearable Dry EEG. IEEE Trans Biomed Eng (2015) 0.87
A first-order nonhomogeneous Markov model for the response of spiking neurons stimulated by small phase-continuous signals. Neural Comput (2009) 0.87
A subthreshold aVLSI implementation of the Izhikevich simple neuron model. Conf Proc IEEE Eng Med Biol Soc (2010) 0.86
Multilayer processing of spatiotemporal spike patterns in a neuron with active dendrites. Neural Comput (2010) 0.86
Space coding by gamma oscillations in the barn owl optic tectum. J Neurophysiol (2011) 0.86
VLSI circuits implementing computational models of neocortical circuits. J Neurosci Methods (2012) 0.86
Estimating parameters of generalized integrate-and-fire neurons from the maximum likelihood of spike trains. Neural Comput (2011) 0.86
Neuromorphic audio-visual sensor fusion on a sound-localizing robot. Front Neurosci (2012) 0.86
Automated parameter estimation of the Hodgkin-Huxley model using the differential evolution algorithm: application to neuromimetic analog integrated circuits. Neural Comput (2011) 0.85
Learning and stabilization of winner-take-all dynamics through interacting excitatory and inhibitory plasticity. Front Comput Neurosci (2014) 0.85
Closed-loop brain-machine-body interfaces for noninvasive rehabilitation of movement disorders. Ann Biomed Eng (2014) 0.85
Integrated circuits and electrode interfaces for noninvasive physiological monitoring. IEEE Trans Biomed Eng (2014) 0.84
Modeling short-term synaptic depression in silicon. Neural Comput (2003) 0.84
Analog-digital simulations of full conductance-based networks of spiking neurons with spike timing dependent plasticity. Network (2006) 0.84
Real-time gesture interface based on event-driven processing from stereo silicon retinas. IEEE Trans Neural Netw Learn Syst (2014) 0.84
Two-photon imaging of blood flow in the rat cortex. Cold Spring Harb Protoc (2013) 0.83
Design and characterization of a miniaturized epi-illuminated microscope. Conf Proc IEEE Eng Med Biol Soc (2009) 0.83
An in silico central pattern generator: silicon oscillator, coupling, entrainment, and physical computation. Biol Cybern (2003) 0.83
Reward-based learning under hardware constraints-using a RISC processor embedded in a neuromorphic substrate. Front Neurosci (2013) 0.83
Comparison between Frame-Constrained Fix-Pixel-Value and Frame-Free Spiking-Dynamic-Pixel ConvNets for Visual Processing. Front Neurosci (2012) 0.83
A robust sound perception model suitable for neuromorphic implementation. Front Neurosci (2014) 0.83
Localization in speech mixtures by listeners with hearing loss. J Acoust Soc Am (2011) 0.83
Optic nerve signals in a neuromorphic chip II: Testing and results. IEEE Trans Biomed Eng (2004) 0.82