Hardware-Amenable Structural Learning for Spike-Based Pattern Classification Using a Simple Model of Active Dendrites

Minitaur, an Event-Driven FPGA-Based Spiking Network Accelerator

(2014) Daniel Neil et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Delay learning architectures for memory and classification

(2014) Shaista Hussain et al.   NEUROCOMPUTING

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

A 128$\,\times$128 1.5% Contrast Sensitivity 0.9% FPN 3 µs Latency 4 mW Asynchronous Frame-Free Dynamic Vision Sensor Using Transimpedance Preamplifiers

(2013) Teresa Serrano-Gotarredona et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

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

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

Repetitive motor learning induces coordinated formation of clustered dendritic spines in vivo

(2012) Min Fu et al.   NATURE

Locally Synchronized Synaptic Inputs

(2012) N. Takahashi et al.   SCIENCE

Sequential Projection-Based Metacognitive Learning in a Radial Basis Function Network for Classification Problems

(2012) G. S. Babu et al.   IEEE Transactions on Neural Networks and Learning Systems

Branch-Specific Plasticity Enables Self-Organization of Nonlinear Computation in Single Neurons

(2011) R. Legenstein et al.   JOURNAL OF NEUROSCIENCE

Activity-Dependent Clustering of Functional Synaptic Inputs on Developing Hippocampal Dendrites

(2011) Thomas Kleindienst et al.   NEURON

The Dendritic Branch Is the Preferred Integrative Unit for Protein Synthesis-Dependent LTP

(2011) Arvind Govindarajan et al.   NEURON

The single dendritic branch as a fundamental functional unit in the nervous system

(2010) Tiago Branco et al.   CURRENT OPINION IN NEUROBIOLOGY

A Floating-Gate-Based Field-Programmable Analog Array

(2010) Arindam Basu et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

A QVGA 143 dB Dynamic Range Frame-Free PWM Image Sensor With Lossless Pixel-Level Video Compression and Time-Domain CDS

(2010) Christoph Posch et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Perceptron learning rule derived from spike-frequency adaptation and spike-time-dependent plasticity

(2010) P. D'Souza et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Activity-dependent structural plasticity

(2009) Markus Butz et al.   BRAIN RESEARCH REVIEWS

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

Experience-dependent compartmentalized dendritic plasticity in rat hippocampal CA1 pyramidal neurons

(2009) Judit K Makara et al.   NATURE NEUROSCIENCE

Selective Attention in Multi-Chip Address-Event Systems

(2009) Chiara Bartolozzi et al.   SENSORS

Synaptic clustering by dendritic signalling mechanisms

(2008) Matthew E Larkum et al.   CURRENT OPINION IN NEUROBIOLOGY

A 128$\times$128 120 dB 15 $\mu$s Latency Asynchronous Temporal Contrast Vision Sensor

(2008) Patrick Lichtsteiner et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Learning Drives Differential Clustering of Axodendritic Contacts in the Barn Owl Auditory System

(2008) T. J. McBride et al.   JOURNAL OF NEUROSCIENCE

Compartmentalized dendritic plasticity and input feature storage in neurons

(2008) Attila Losonczy et al.   NATURE