Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems

A Multicast Tree Router for Multichip Neuromorphic Systems

(2014) Paul Merolla et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

A neuromorphic network for generic multivariate data classification

(2014) Michael Schmuker et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Event-driven contrastive divergence for spiking neuromorphic systems

(2014) Emre Neftci et al.   Frontiers in Neuroscience

SpiNNaker: A 1-W 18-Core System-on-Chip for Massively-Parallel Neural Network Simulation

(2013) Eustace Painkras et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

A scalable neural chip with synaptic electronics using CMOS integrated memristors

(2013) Jose M Cruz-Albrecht et al.   NANOTECHNOLOGY

A neuromorphic VLSI design for spike timing and rate based synaptic plasticity

(2013) Mostafa Rahimi Azghadi et al.   NEURAL NETWORKS

Design of silicon brains in the nano-CMOS era: Spiking neurons, learning synapses and neural architecture optimization

(2013) Andrew S. Cassidy et al.   NEURAL NETWORKS

Computing with networks of spiking neurons on a biophysically motivated floating-gate based neuromorphic integrated circuit

(2013) S. Brink et al.   NEURAL NETWORKS

Categorization and decision-making in a neurobiologically plausible spiking network using a STDP-like learning rule

(2013) Michael Beyeler et al.   NEURAL NETWORKS

Synthesizing cognition in neuromorphic electronic systems

(2013) E. Neftci et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Real-time classification and sensor fusion with a spiking deep belief network

(2013) Peter O'Connor et al.   Frontiers in Neuroscience

VLSI circuits implementing computational models of neocortical circuits

(2012) Jayawan H.B. Wijekoon et al.   JOURNAL OF NEUROSCIENCE METHODS

Scalable communications for a million-core neural processing architecture

(2012) Cameron Patterson et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Dynamic State and Parameter Estimation Applied to Neuromorphic Systems

(2012) Emre Ozgur Neftci et al.   NEURAL COMPUTATION

The Brain Activity Map Project and the Challenge of Functional Connectomics

(2012) A. Paul Alivisatos et al.   NEURON

A Large-Scale Model of the Functioning Brain

(2012) C. Eliasmith et al.   SCIENCE

The Human Brain Project

(2012) Henry Markram   SCIENTIFIC AMERICAN

Silicon-Based Dynamic Synapse With Depressing Response

(2012) T. Dowrick et al.   IEEE Transactions on Neural Networks and Learning Systems

Programming Time-Multiplexed Reconfigurable Hardware Using a Scalable Neuromorphic Compiler

(2012) K. Minkovich et al.   IEEE Transactions on Neural Networks and Learning Systems

A Model of Stimulus-Specific Adaptation in Neuromorphic Analog VLSI

(2011) Robert Mill et al.   IEEE Transactions on Biomedical Circuits and Systems

Information Capacity and Transmission Are Maximized in Balanced Cortical Networks with Neuronal Avalanches

(2011) W. L. Shew et al.   JOURNAL OF NEUROSCIENCE

Short-term plasticity and long-term potentiation mimicked in single inorganic synapses

(2011) Takeo Ohno et al.   NATURE MATERIALS

A Systematic Method for Configuring VLSI Networks of Spiking Neurons

(2011) Emre Neftci et al.   NEURAL COMPUTATION

A biophysically-based neuromorphic model of spike rate- and timing-dependent plasticity

(2011) G. Rachmuth et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

VLSI implementation of a 2.8 Gevent/s packet-based AER interface with routing and event sorting functionality

(2011) Stefan Scholze   Frontiers in Neuroscience

Modeling Spiking Neural Networks on SpiNNaker

(2010) Xin Jin et al.   COMPUTING IN SCIENCE & ENGINEERING

Neuromorphic sensory systems

(2010) Shih-Chii Liu et al.   CURRENT OPINION IN NEUROBIOLOGY

Analog VLSI Biophysical Neurons and Synapses With Programmable Membrane Channel Kinetics

(2010) Theodore Yu et al.   IEEE Transactions on Biomedical Circuits and Systems

A Neuromorphic VLSI Head Direction Cell System

(2010) Tarek M. Massoud et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

An embodied account of serial order: How instabilities drive sequence generation

(2010) Yulia Sandamirskaya et al.   NEURAL NETWORKS

Attractor concretion as a mechanism for the formation of context representations

(2010) Mattia Rigotti et al.   NEUROIMAGE

Internal representation of task rules by recurrent dynamics: the importance of the diversity of neural responses

(2010) Mattia Rigotti   Frontiers in Computational Neuroscience

Compensating Inhomogeneities of Neuromorphic VLSI Devices Via Short-Term Synaptic Plasticity

(2010) Johannes Bill et al.   Frontiers in Computational Neuroscience

CAVIAR: A 45k Neuron, 5M Synapse, 12G Connects/s AER Hardware Sensory–Processing– Learning–Actuating System for High-Speed Visual Object Recognition and Tracking

(2009) R. Serrano-Gotarredona et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

The effect of mismatch in current-versusvoltage-mode resistive grids

(2009) Bertram E. Shi   INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS

Classification of Correlated Patterns with a Configurable Analog VLSI Neural Network of Spiking Neurons and Self-Regulating Plastic Synapses

(2009) Massimilian Giulioni et al.   NEURAL COMPUTATION

Belief Propagation in Networks of Spiking Neurons

(2009) Andreas Steimer et al.   NEURAL COMPUTATION

Selective Attention in Multi-Chip Address-Event Systems

(2009) Chiara Bartolozzi et al.   SENSORS

PyNN: a common interface for neuronal network simulators

(2009) Andrew P Davison   Frontiers in Neuroinformatics

Python scripting in the Nengo simulator

(2009) Terrence Stewart   Frontiers in Neuroinformatics

Real-Time Classification of Complex Patterns Using Spike-Based Learning in Neuromorphic VLSI

(2008) Srinjoy Mitra et al.   IEEE Transactions on Biomedical Circuits and Systems

Minimizing the Effect of Process Mismatch in a Neuromorphic System Using Spike-Timing-Dependent Adaptation

(2008) K. Cameron et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

State-Dependent Computation Using Coupled Recurrent Networks

(2008) Ueli Rutishauser et al.   NEURAL COMPUTATION

A Generalized Linear Integrate-and-Fire Neural Model Produces Diverse Spiking Behaviors

(2008) Ştefan Mihalaş et al.   NEURAL COMPUTATION

Compact silicon neuron circuit with spiking and bursting behaviour

(2008) Jayawan H.B. Wijekoon et al.   NEURAL NETWORKS

Global scaling of synaptic efficacy: Homeostasis in silicon synapses

(2008) Chiara Bartolozzi et al.   NEUROCOMPUTING

Dynamic I-V Curves Are Reliable Predictors of Naturalistic Pyramidal-Neuron Voltage Traces

(2007) Laurent Badel et al.   JOURNAL OF NEUROPHYSIOLOGY