Shih-Chii Liu

Danick Briand

IEEE Trans. Biomed. Circuits Syst., August, 2023

Bio-inspired parameter reuse: Exploiting inter-frame representation similarity with recurrence for accelerating temporal visual processing.

[BibT_eX]

[DOI]

Proceedings of UniReps: the First Workshop on Unifying Representations in Neural Models, 2023

End-to-End Prediction of Sodium Concentration from Uncalibrated Sodium ISFETs.

[BibT_eX]

[DOI]

Shu Wang

Meritxell Rovira

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

A 3.11 μ W 40 n V/ ✓Hz Instrumentation Amplifier for Bio-Impedance Sensors Exploiting Positive-Feedback-Assisted Gain Boosting.

[BibT_eX]

[DOI]

Kwantae Kim

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

An Area-Efficient Ultra-Low-Power Time-Domain Feature Extractor for Edge Keyword Spotting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Biologically-Inspired Continual Learning of Human Motion Sequences.

[BibT_eX]

[DOI]

Joachim Ott

Proceedings of the IEEE International Conference on Acoustics, 2023

A 128-channel real-time VPDNN stimulation system for a visual cortical neuroprosthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

3ET: Efficient Event-based Eye Tracking using a Change-Based ConvLSTM Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

High-Accuracy and Energy-Efficient Acoustic Inference using Hardware-Aware Training and a 0.34nW/Ch Full-Wave Rectifier.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

Predicting Hydration Status Using Machine Learning Models From Physiological and Sweat Biomarkers During Endurance Exercise: A Single Case Study.

[BibT_eX]

[DOI]

Vincent Gremeaux

IEEE J. Biomed. Health Informatics, 2022

Contraction of Dynamically Masked Deep Neural Networks for Efficient Video Processing.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Spiking Cochlea With System-Level Local Automatic Gain Control.

[BibT_eX]

[DOI]

Chang Gao

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

2022 roadmap on neuromorphic computing and engineering.

[BibT_eX]

[DOI]

Dennis V. Christensen

Regina Dittmann

Martin Ejsing Christensen

Wolfram H. P. Pernice

Arnab Neelim Mazumder

Sune Holm

Daniele Ielmini

N. Pryds

Neuromorph. Comput. Eng., 2022

A 23-μW Keyword Spotting IC With Ring-Oscillator-Based Time-Domain Feature Extraction.

[BibT_eX]

[DOI]

IEEE J. Solid State Circuits, 2022

Continuous-Time Analog Filters for Audio Edge Intelligence: Review and Analysis on Design Techniques.

[BibT_eX]

[DOI]

Kwantae Kim

CoRR, 2022

A 23μW Solar-Powered Keyword-Spotting ASIC with Ring-Oscillator-Based Time-Domain Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Solid-State Circuits Conference, 2022

Kernel Modulation: A Parameter-Efficient Method for Training Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Exploiting Spatial Sparsity for Event Cameras with Visual Transformers.

[BibT_eX]

[DOI]

Zuowen Wang

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

T-NGA: Temporal Network Grafting Algorithm for Learning to Process Spiking Audio Sensor Events.

[BibT_eX]

[DOI]

Shu Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

Optimizing The Consumption Of Spiking Neural Networks With Activity Regularization.

[BibT_eX]

[DOI]

Simon Narduzzi

Siavash Arjomand Bigdeli

L. Andrea Dunbar

Proceedings of the IEEE International Conference on Acoustics, 2022

Person identification using deep neural networks on physiological biomarkers during exercise.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

Real-time smart multisensing wearable platform for monitoring sweat biomarkers during exercise.

[BibT_eX]

[DOI]

César Fernández-Sánchez

Francisco Serra-Graells

Danick Briand

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

Intrinsic Sparse LSTM using Structured Targeted Dropout for Efficient Hardware Inference.

[BibT_eX]

[DOI]

Johanna Hedlund Lindmar

Chang Gao

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

Dataset for Reproduce "v2e: From Video Frames to Realistic DVS Events".

[BibT_eX]

[DOI]

Tobi Delbruck

Dataset, July, 2021

Prospects for Analog Circuits in Deep Networks.

[BibT_eX]

[DOI]

John Paul Strachan

CoRR, 2021

2021 Roadmap on Neuromorphic Computing and Engineering.

[BibT_eX]

[DOI]

Dennis V. Christensen

Regina Dittmann

Martin Ejsing Christensen

Wolfram H. P. Pernice

Arnab Neelim Mazumder

Sune Holm

Daniele Ielmini

N. Pryds

CoRR, 2021

Event-Driven Local Gain Control on a Spiking Cochlea Sensor.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Reducing Latency in a Converted Spiking Video Segmentation Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Temporal Pattern Coding in Deep Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

LiteEdge: Lightweight Semantic Edge Detection Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

v2e: From Video Frames to Realistic DVS Events.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

EILE: Efficient Incremental Learning on the Edge.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020

Evaluating Multi-Channel Multi-Device Speech Separation Algorithms in the Wild: A Hardware-Software Solution.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Brain-informed speech separation (BISS) for enhancement of target speaker in multitalker speech perception.

[BibT_eX]

[DOI]

NeuroImage, 2020

Optimal Sampling of Parametric Families: Implications for Machine Learning.

[BibT_eX]

[DOI]

Adrian E. G. Huber

Jithendar Anumula

Neural Comput., 2020

Siamese Networks for Few-Shot Learning on Edge Embedded Devices.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

EdgeDRNN: Recurrent Neural Network Accelerator for Edge Inference.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

V2E: From video frames to realistic DVS event camera streams.

[BibT_eX]

[DOI]

CoRR, 2020

Exploiting Event Cameras by Using a Network Grafting Algorithm.

[BibT_eX]

[DOI]

CoRR, 2020

Recurrent Neural Network Control of a Hybrid Dynamic Transfemoral Prosthesis with EdgeDRNN Accelerator.

[BibT_eX]

[DOI]

CoRR, 2020

DDD20 End-to-End Event Camera Driving Dataset: Fusing Frames and Events with Deep Learning for Improved Steering Prediction.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Lessons Learned the Hard Way.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Recurrent Neural Network Control of a Hybrid Dynamical Transfemoral Prosthesis with EdgeDRNN Accelerator.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Learning to Exploit Multiple Vision Modalities by Using Grafted Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Prediction of Gas Concentration Using Gated Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

Multi-Resolution Siamese Networks for One-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

EdgeDRNN: Enabling Low-latency Recurrent Neural Network Edge Inference.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps.

[BibT_eX]

[DOI]

Ricardo Tapiador-Morales

Moritz B. Milde

Federico Corradi

IEEE Trans. Neural Networks Learn. Syst., 2019

Event-Driven Sensing for Efficient Perception: Vision and audition algorithms.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

Filtering of Nonuniformly Sampled Bandlimited Functions.

[BibT_eX]

[DOI]

Adrian E. G. Huber

IEEE Signal Process. Lett., 2019

Incremental Learning of Hand Symbols Using Event-Based Cameras.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Thermodynamic Computing.

[BibT_eX]

[DOI]

CoRR, 2019

Closing the Accuracy Gap in an Event-Based Visual Recognition Task.

[BibT_eX]

[DOI]

CoRR, 2019

Reducing state updates via Gaussian-gated LSTMs.

[BibT_eX]

[DOI]

Matthew Thornton

Jithendar Anumula

CoRR, 2019

Low Latency Event-Based Filtering and Feature Extraction for Dynamic Vision Sensors in Real-Time FPGA Applications.

[BibT_eX]

[DOI]

Fernando Perez-Peña

Diederik Paul Moeys

IEEE Access, 2019

Combining Deep Neural Networks and Beamforming for Real-Time Multi-Channel Speech Enhancement using a Wireless Acoustic Sensor Network.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Live Demonstration: A Portable Microsensor Fusion System with Real-Time Measurement for On-Site Beverage Tasting.

[BibT_eX]

[DOI]

Pablo Giménez-Gómez

Roger Escudé-Pujol

Manuel Gutiérrez-Capitán

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Lip Reading Deep Network Exploiting Multi-Modal Spiking Visual and Auditory Sensors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Incremental Learning Meets Reduced Precision Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Real-Time Speech Recognition for IoT Purpose using a Delta Recurrent Neural Network Accelerator.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Live Demonstration: Real-Time Spoken Digit Recognition using the DeltaRNN Accelerator.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Attention-driven Multi-sensor Selection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Audio classification systems using deep neural networks and an event-driven auditory sensor.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

Event-driven Pipeline for Low-latency Low-compute Keyword Spotting and Speaker Verification System.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Parameter Uncertainty for End-to-end Speech Recognition.

[BibT_eX]

[DOI]

Stefan Braun

Proceedings of the IEEE International Conference on Acoustics, 2019

Linear Approximation of Deep Neural Networks for Efficient Inference on Video Data.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

FaSNet: Low-Latency Adaptive Beamforming for Multi-Microphone Audio Processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Ultra-Low-Power Intelligent Acoustic Sensing using Cochlea-Inspired Feature Extraction and DNN Classification.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on ASIC, 2019

Fast event-driven incremental learning of hand symbols.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

Data-Driven Neuromorphic DRAM-based CNN and RNN Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

A Neuromorphic VLSI Circuit for Spike-Based Random Sampling.

[BibT_eX]

[DOI]

Chen-Han Chien

Andreas Steimer

IEEE Trans. Emerg. Top. Comput., 2018

Hardware Implementation of an Event-Based Message Passing Graphical Model Network.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2018

Overcoming the vanishing gradient problem in plain recurrent networks.

[BibT_eX]

[DOI]

CoRR, 2018

Conversion of analog to spiking neural networks using sparse temporal coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

An event-driven probabilistic model of sound source localization using cochlea spikes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Speaker Activity Detection and Minimum Variance Beamforming for Source Separation.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Multi-channel Attention for End-to-End Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

On Approximation of Bandlimited Functions with Compressed Sensing.

[BibT_eX]

[DOI]

Adrian E. G. Huber

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

DeltaRNN: A Power-efficient Recurrent Neural Network Accelerator.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

2017

Guest Editorial Learning in Neuromorphic Systems and Cyborg Intelligence.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Analysis of Encoding Degradation in Spiking Sensors Due to Spike Delay Variation.

[BibT_eX]

[DOI]

Minhao Yang

IEEE Trans. Circuits Syst. I Regul. Pap., 2017

DDD17: End-To-End DAVIS Driving Dataset.

[BibT_eX]

[DOI]

CoRR, 2017

Sensor Transformation Attention Networks.

[BibT_eX]

[DOI]

CoRR, 2017

WHISPER: Wirelessly Synchronized Distributed Audio Sensor Platform.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE Conference on Local Computer Networks Workshops, 2017

Live demonstration: Event-driven real-time spoken digit recognition system.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Delta Networks for Optimized Recurrent Network Computation.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Impact of low-precision deep regression networks on single-channel source separation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A curriculum learning method for improved noise robustness in automatic speech recognition.

[BibT_eX]

[DOI]

Stefan Braun

Proceedings of the 25th European Signal Processing Conference, 2017

2016

A 0.5 V 55 µW 64×2 Channel Binaural Silicon Cochlea for Event-Driven Stereo-Audio Sensing.

[BibT_eX]

[DOI]

IEEE J. Solid State Circuits, 2016

Recurrent Neural Networks With Limited Numerical Precision.

[BibT_eX]

[DOI]

CoRR, 2016

Precise deep neural network computation on imprecise low-power analog hardware.

[BibT_eX]

[DOI]

CoRR, 2016

Learning to be efficient: algorithms for training low-latency, low-compute deep spiking neural networks.

[BibT_eX]

[DOI]

Michael Pfeiffer

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences.

[BibT_eX]

[DOI]

Michael Pfeiffer

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

22.5 A 0.5V 55µW 64×2-channel binaural silicon cochlea for event-driven stereo-audio sensing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Solid-State Circuits Conference, 2016

Effective sensor fusion with event-based sensors and deep network architectures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Combined frame- and event-based detection and tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Event-driven deep neural network hardware system for sensor fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Live demonstration: Event-driven deep neural network hardware system for sensor fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Monaural Source Separation Using a Random Forest Classifier.

[BibT_eX]

[DOI]

Cosimo Riday

Saurabh Bhargava

Richard H. R. Hahnloser

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Temporal sequence recognition in a self-organizing recurrent network.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Event-based Control, 2016

2015

1 kHz 2D Visual Motion Sensor Using 20, ×, 20 Silicon Retina Optical Sensor and DSP Microcontroller.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2015

Memory and Information Processing in Neuromorphic Systems.

[BibT_eX]

[DOI]

Giacomo Indiveri

Proc. IEEE, 2015

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

[BibT_eX]

[DOI]

Shaista Hussain

Neural Comput., 2015

Linear Methods for Efficient and Fast Separation of Two Sources Recorded with a Single Microphone.

[BibT_eX]

[DOI]

Richard H. R. Hahnloser

Neural Comput., 2015

A Dynamic Vision Sensor With 1% Temporal Contrast Sensitivity and In-Pixel Asynchronous Delta Modulator for Event Encoding.

[BibT_eX]

[DOI]

Minhao Yang

IEEE J. Solid State Circuits, 2015

Live demonstration: Handwritten digit recognition using spiking deep belief networks on SpiNNaker.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Current-mode automated quality control cochlear resonator for bird identity tagging.

[BibT_eX]

[DOI]

Diederik Paul Moeys

Tobias Delbrück

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Design of a spatiotemporal correlation filter for event-based sensors.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Design of an RGBW color VGA rolling and global shutter dynamic and active-pixel vision sensor.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Scene stitching with event-driven sensors on a robot head platform.

[BibT_eX]

[DOI]

Philipp Klein

Jörg Conradt

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Scalable energy-efficient, low-latency implementations of trained spiking Deep Belief Networks on SpiNNaker.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Fast-classifying, high-accuracy spiking deep networks through weight and threshold balancing.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Event-based control system on FPGA applied to the pencil balancer robotic platform.

[BibT_eX]

[DOI]

Fernando Perez-Peña

Tobias Delbrück

Proceedings of the International Conference on Event-based Control, 2015

2014

Neuromorphic Sensors, Cochlea.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Computational Neuroscience, 2014

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

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2014

Asynchronous Binaural Spatial Audition Sensor With 2 × 64 × 4 Channel Output.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2014

A 240 × 180 130 dB 3 µs Latency Global Shutter Spatiotemporal Vision Sensor.

[BibT_eX]

[DOI]

IEEE J. Solid State Circuits, 2014

Comparison of spike encoding schemes in asynchronous vision sensors: Modeling and design.

[BibT_eX]

[DOI]

Minhao Yang

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

1kHz 2D silicon retina motion sensor platform.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Improved margin multi-class classification using dendritic neurons with morphological learning.

[BibT_eX]

[DOI]

Shaista Hussain

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Live demonstration: The "DAVIS" Dynamic and Active-Pixel Vision Sensor.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

2013

Active Processing of Spatio-Temporal Input Patterns in Silicon Dendrites.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2013

Morphological learning: Increased memory capacity of neuromorphic systems with binary synapses exploiting AER based reconfiguration.

[BibT_eX]

[DOI]

Shaista Hussain

Roshan Gopalakrishnan

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Fast neuromorphic sound localization for binaural hearing aids.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Addressable current reference array with 170dB dynamic range.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Real-time speaker identification using the AEREAR2 event-based silicon cochlea.

[BibT_eX]

[DOI]

Cheng-Han Li

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

A model of attention-driven scene analysis.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

A Two-Dimensional Configurable Active Silicon Dendritic Neuron Array.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2011

Mismatch reduction through dendritic nonlinearities in a 2D silicon dendritic neuron array.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Estimating the location of a sound source with a spike-timing localization algorithm.

[BibT_eX]

[DOI]

Holger Finger

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

2010

Multilayer Processing of Spatiotemporal Spike Patterns in a Neuron with Active Dendrites.

[BibT_eX]

[DOI]

Neural Comput., 2010

Motion detection using an aVLSI network of spiking neurons.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Event-based 64-channel binaural silicon cochlea with Q enhancement mechanisms.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

The use of spike-based representations for hardware audition systems.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Exploiting spike-based dynamics in a silicon cochlea for speaker identification.

[BibT_eX]

[DOI]

Shantanu Chakrabartty

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Approaches and databases for online calibration of binaural sound localization for robotic heads.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Motion Detection Chips for Robotic Platforms.

[BibT_eX]

[DOI]

Rafael Serrano-Gotarredona

Proceedings of the Flying Insects and Robots, 2010

2009

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

[BibT_eX]

[DOI]

Patrick Lichtsteiner

Rafael Paz-Vicente

Teresa Serrano-Gotarredona

Antón Civit Balcells

Antonio Acosta-Jimenez

IEEE Trans. Neural Networks, 2009

Computation with Spikes in a Winner-Take-All Network.

[BibT_eX]

[DOI]

Neural Comput., 2009

Periodicity Detection and Localization using Spike Timing from the AER EAR.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Input Evoked Nonlinearities in Silicon Dendritic Circuits.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Implementation of a Time-warping AER Mapper.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

2008

Quantification of a Spike-Based Winner-Take-All VLSI Network.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2008

Steering with an aVLSI motion detection chip.

[BibT_eX]

[DOI]

Roger Jaeggi

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Temporally learning floating-gate VLSI synapses.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

2007

AER EAR: A Matched Silicon Cochlea Pair With Address Event Representation Interface.

[BibT_eX]

[DOI]

Vincent Chan

IEEE Trans. Circuits Syst. I Regul. Pap., 2007

A Spike-Based Saccadic Recognition System.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Quantifying Input and Output Spike Statistics of a Winner-Take-All Network in a Vision System.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Motion Detection Circuits for a Time-To-Travel Algorithm.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

AER Auditory Filtering and CPG for Robot Control.

[BibT_eX]

[DOI]

Lourdes Miro-Amarante

Ralph Etienne-Cummings

M. Anthony Lewis

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

2006

Attentional Processing on a Spike-Based VLSI Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Programmable synaptic weights for an aVLSI network of spiking neurons.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Feature competition in a spike-based winner-take-all VLSI network.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Spike response properties of an AER EAR.

[BibT_eX]

[DOI]

Vincent Chan

Rafael Serrano-Gotarredona

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

2005

Range estimation on a robot using neuromorphic motion sensors.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2005

AER Building Blocks for Multi-Layer Multi-Chip Neuromorphic Vision Systems.

[BibT_eX]

[DOI]

Patrick Lichtsteiner

Rafael Paz-Vicente

Teresa Serrano-Gotarredona

Antón Civit

Antonio Acosta-Jimenez

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Spiking Inputs to a Winner-take-all Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

AER EAR: a matched silicon cochlea pair with address event representation interface.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Robot Guidance with Neuromorphic Motion Sensors.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

A Hardware/Software Framework for Real-Time Spiking Systems.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2004

Temporal coding in a silicon network of integrate-and-fire neurons.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2004

Spike synchronization in a network of silicon integrate-and-fire neurons.

[BibT_eX]

Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

A winner-take-all spiking network with spiking inputs.

[BibT_eX]

[DOI]

Proceedings of the 2004 11th IEEE International Conference on Electronics, 2004

2003

Modeling Short-Term Synaptic Depression in Silicon.

[BibT_eX]

[DOI]

Malte Boegershausen

Pascal Suter

Neural Comput., 2003

Analog VLSI Circuits for Short-Term Dynamic Synapses.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2003

A wide-field direction-selective aVLSI spiking neuron.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

A silicon retina with controllable winner-take-all properties.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

2002

Silicon synaptic adaptation mechanisms for homeostasis and contrast gain control.

[BibT_eX]

[DOI]

Bradley A. Minch

IEEE Trans. Neural Networks, 2002

Circuit Model of Short-Term Synaptic Dynamics.

[BibT_eX]

[DOI]

Alessandro Usseglio Viretta

Malte Boegershausen

Pascal Suter

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Encoding the Temporal Statistics of Markovian Sequences of Stimuli in Recurrent Neuronal Networks.

[BibT_eX]

[DOI]

Stefano Fusi

Proceedings of the Artificial Neural Networks, 2002

2001

Orientation-selective aVLSI spiking neurons.

[BibT_eX]

[DOI]

Neural Networks, 2001

Fly-like visuomotor responses of a robot using aVLSI motion-sensitive chips.

[BibT_eX]

[DOI]

Alessandro Usseglio Viretta

Biol. Cybern., 2001

Orientation-Selective aVLSI Spiking Neurons.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000

Homeostasis in a Silicon Integrate and Fire Neuron.

[BibT_eX]

[DOI]

Bradley A. Minch

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1999

A Winner-Take-All Circuit with Controllable Soft Max Property.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1997

Silicon Retina with Adaptive Filtering Properties.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

1995

Adaptive Retina with Center-Surround Receptive Field.

[BibT_eX]

[DOI]

Kwabena Boahen

Proceedings of the Advances in Neural Information Processing Systems 8, 1995

1994

Continuous-Time Adaptive Delay System.

[BibT_eX]

[DOI]

Carver Mead

Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

1992

Dynamic wires: An alanog VLSI model for object-based processing.

[BibT_eX]

[DOI]

John G. Harris

Int. J. Comput. Vis., 1992

Object-Based Analog VLSI Vision Circuits.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

1989

Generalized smoothing networks in early vision.

[BibT_eX]

[DOI]