Eugenio Culurciello

CoRR, 2023

2022

Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array.

[BibT_eX]

[DOI]

Sheik Dawood Beer Mohideen

CoRR, 2022

2020

Deep neural networks compiler for a trace-based accelerator.

[BibT_eX]

[DOI]

J. Syst. Archit., 2020

Capsule Network Performance with Autonomous Navigation.

[BibT_eX]

[DOI]

Thomas Molnar

CoRR, 2020

Continual Reinforcement Learning in 3D Non-stationary Environments.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Augmented Curiosity: Depth and Optical Flow Prediction for Efficient Exploration.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing, 2019

2018

Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Deep neural networks compiler for a trace-based accelerator (short WIP paper).

[BibT_eX]

[DOI]

Lukasz Burzawa

Proceedings of the 19th ACM SIGPLAN/SIGBED International Conference on Languages, 2018

Deep Predictive Coding Network for Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

A High Efficiency Accelerator for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications, 2018

Efficient Compiler Code Generation for Deep Learning Snowflake Co-Processor.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications, 2018

2017

Embedded Streaming Deep Neural Networks Accelerator With Applications.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Snowflake: A Model Agnostic Accelerator for Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Compiling Deep Learning Models for Custom Hardware Accelerators.

[BibT_eX]

[DOI]

CoRR, 2017

CortexNet: a Generic Network Family for Robust Visual Temporal Representations.

[BibT_eX]

[DOI]

CoRR, 2017

LinkNet: Exploiting encoder representations for efficient semantic segmentation.

[BibT_eX]

[DOI]

Abhishek Chaurasia

Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Snowflake: An efficient hardware accelerator for convolutional neural networks.

[BibT_eX]

[DOI]

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

Hardware accelerators for recurrent neural networks on FPGA.

[BibT_eX]

[DOI]

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

Evaluation of neural network architectures for embedded systems.

[BibT_eX]

[DOI]

Adam Paszke

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

Snowflake: deep neural network accelerator.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Trends in Machine-Learning (and impact on computer architecture), 2017

2016

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2016

An Analysis of Deep Neural Network Models for Practical Applications.

[BibT_eX]

[DOI]

Adam Paszke

CoRR, 2016

2015

Robust Convolutional Neural Networks under Adversarial Noise.

[BibT_eX]

[DOI]

CoRR, 2015

Flattened Convolutional Neural Networks for Feedforward Acceleration.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Learning Representations, 2015

Convolutional Clustering for Unsupervised Learning.

[BibT_eX]

[DOI]

CoRR, 2015

Recurrent Neural Networks Hardware Implementation on FPGA.

[BibT_eX]

[DOI]

CoRR, 2015

Visual attention with deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

2014

An efficient implementation of deep convolutional neural networks on a mobile coprocessor.

[BibT_eX]

[DOI]

Bharadwaj Krishnamurthy

Proceedings of the IEEE 57th International Midwest Symposium on Circuits and Systems, 2014

Memory access optimized routing scheme for deep networks on a mobile coprocessor.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

A 240 G-ops/s Mobile Coprocessor for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Continuous Time Level Crossing Sampling ADC for Bio-Potential Recording Systems.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2013

Noise Analysis and Performance Comparison of Low Current Measurement Systems for Biomedical Applications.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2013

Clustering Learning for Robotic Vision

[BibT_eX]

[DOI]

Jordan Bates

José Antonio Pérez-Carrasco

Clément Farabet

Proceedings of the 1st International Conference on Learning Representations, 2013

An Analysis of the Connections Between Layers of Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2013

Visual Tracking with Similarity Matching Ratio.

[BibT_eX]

Proceedings of the VISAPP 2013, 2013

Audio-visual saliency map: Overview, basic models and hardware implementation.

[BibT_eX]

[DOI]

Sudarshan Ramenahalli

Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

Tracking with deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

2012

A 64 ˟ 64 Pixels UWB Wireless Temporal-Difference Digital Image Sensor.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2012

Design Constraints for Mobile, High-Speed Fluorescence Brain Imaging in Awake Animals.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2012

CMOS Low Current Measurement System for Biomedical Applications.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2012

Efficient Feedforward Categorization of Objects and Human Postures with Address-Event Image Sensors.

[BibT_eX]

[DOI]

José Antonio Pérez-Carrasco

Polina Akselrod

Bo Zhao

Bernabé Linares-Barranco

IEEE Trans. Pattern Anal. Mach. Intell., 2012

NeuFlow: Dataflow vision processing system-on-a-chip.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE International Midwest Symposium on Circuits and Systems, 2012

Live demonstration: A FSK-OOK ultra wideband impulse radio system with spontaneous clock and data recovery.

[BibT_eX]

[DOI]

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

A second-generation imaging system for freely moving animals.

[BibT_eX]

[DOI]

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

A tri-mode event-based vision sensor with an embedded wireless transmitter.

[BibT_eX]

[DOI]

Juan A. Leñero-Bardallo

Proceedings of the 19th IEEE International Conference on Electronics, Circuits and Systems, 2012

2011

A VLSI Neural Monitoring System With Ultra-Wideband Telemetry for Awake Behaving Subjects.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2011

A non-coherent FSK-OOK UWB impulse radio transmitter for clock-less synchronization.

[BibT_eX]

[DOI]

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

CMOS low current measurement system for biomedical applications.

[BibT_eX]

[DOI]

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

Confession session: Learning from others mistakes.

[BibT_eX]

[DOI]

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

NeuFlow: A runtime reconfigurable dataflow processor for vision.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Hardware accelerated visual attention algorithm.

[BibT_eX]

[DOI]

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

2010

An integrated patch-clamp system with dual Input.

[BibT_eX]

[DOI]

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

4-Channel asynchronous bio-potential recording system.

[BibT_eX]

[DOI]

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

Performance comparison of low current measurement systems for biomedical applications.

[BibT_eX]

[DOI]

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

A compact-pixel tri-mode vision sensor.

[BibT_eX]

[DOI]

Dongsoo Kim

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

A VLSI neural monitoring system with ultra-wideband telemetry for awake behaving subjects.

[BibT_eX]

[DOI]

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

Hardware accelerated convolutional neural networks for synthetic vision systems.

[BibT_eX]

[DOI]

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

Activity-driven, event-based vision sensors.

[BibT_eX]

[DOI]

Tobi Delbrück

Bernabé Linares-Barranco

Christoph Posch

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

A 64×64 pixels UWB wireless temporal-difference digital image sensor.

[BibT_eX]

[DOI]

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

Live demonstration: A 64×64 pixels UWB wireless temporal-difference digital image sensor.

[BibT_eX]

[DOI]

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

2009

An Integrated Patch-Clamp Potentiostat With Electrode Compensation.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2009

A Low-Power High-Speed Ultra-Wideband Pulse Radio Transmission System.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2009

Guest Editorial.

[BibT_eX]

[DOI]

Andrew J. Mason

IEEE Trans. Biomed. Circuits Syst., 2009

A Low-power High-speed Ultra Wideband Pulse Radio System.

[BibT_eX]

[DOI]

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

A Pulse-based Amplifier and Data Converter for Bio-potentials.

[BibT_eX]

[DOI]

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

High-speed Fluorescence Imaging System for Freely Moving Animals.

[BibT_eX]

[DOI]

Justus Valentijn Verhagen

Vincent A. Pieribone

Dongsoo Kim

Christian von Hehn

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

Live Demonstration: A Bio-inspired Event-based Size and Position Invariant Human Posture Recognition Algorithm.

[BibT_eX]

[DOI]

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

A Bio-inspired Event-based Size and Position Invariant Human Posture Recognition Algorithm.

[BibT_eX]

[DOI]

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

2008

An Address-Event Fall Detector for Assisted Living Applications.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2008

An integrated patch-clamp amplifier for high-throughput planar patch-clamp systems.

[BibT_eX]

[DOI]

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

A low-power silicon-on-sapphire tunable ultra-wideband transmitter.

[BibT_eX]

[DOI]

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

Back-illuminated ultraviolet image sensor in silicon-on-sapphire.

[BibT_eX]

[DOI]

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

Phototransistor image sensor in silicon on sapphire.

[BibT_eX]

[DOI]

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

Fall detection using an address-event temporal contrast vision sensor.

[BibT_eX]

[DOI]

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

A 1.2mW CMOS temporal-difference image sensor for sensor networks.

[BibT_eX]

[DOI]

Zhengming Fu

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

2007

A Multichip Neuromorphic System for Spike-Based Visual Information Processing.

[BibT_eX]

[DOI]

Neural Comput., 2007

Nonvolatile Flash Memories in Silicon-on-sapphire CMOS.

[BibT_eX]

[DOI]

Chun-Chen Yeh

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

An Integrated Patch-Clamp Amplifier for High-Density Whole-Cell Recordings.

[BibT_eX]

[DOI]

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

A Silicon-on-Sapphire Low-Voltage Temperature Sensor for Energy Scavengers.

[BibT_eX]

[DOI]

Tolga Kaya

Hür Köser

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

A 3D Integrated Feature-Extracting Image Sensor.

[BibT_eX]

[DOI]

Zhengming Fu

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

Vertically-Integrated Three-Dimensional SOI Photodetectors.

[BibT_eX]

[DOI]

Pujitha Weerakoon

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

Address-Event Video Streaming over Wireless Sensor Networks.

[BibT_eX]

[DOI]

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

2006

Capacitive Inter-Chip Data and Power Transfer for 3-D VLSI.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2006

An 8-bit 800- μħbox W 1.23-MS/s Successive Approximation ADC in SOI CMOS.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2006

An Address-Event Image Sensor Network.

[BibT_eX]

[DOI]

Thiago Teixeira

Miriam Adlerstein Marwick

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

Dark current and noise of 100nm thick silicon on sapphire CMOS lateral PIN photodiodes.

[BibT_eX]

[DOI]

Francisco Tejada

Kim Strohbehn

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

An integrated patch-clamp amplifier in silicon-on-sapphire CMOS.

[BibT_eX]

[DOI]

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

An ultra-low power silicon-on-sapphire ADC for energy-scavenging sensors.

[BibT_eX]

[DOI]

Zhengming Fu

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

Address-event image sensor network.

[BibT_eX]

[DOI]

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

Digital phase-shift modulation for an isolation buffer in silicon-on-sapphire CMOS.

[BibT_eX]

[DOI]

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

3D integrated sensors in silicon-on-sapphire CMOS.

[BibT_eX]

[DOI]

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

Address-event imagers for sensor networks: evaluation and modeling.

[BibT_eX]

[DOI]

Thiago Teixeira

Dimitrios Lymberopoulos

Andrew Barton-Sweeney

Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

2005

Online camera calibration and node localization in sensor networks.

[BibT_eX]

[DOI]

Andrew Barton-Sweeney

Dimitrios Lymberopoulos

Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, 2005

A real-time spike-domain sensory information processing system [image processing applications].

[BibT_eX]

[DOI]

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

Event-based imaging with active illumination in sensor networks.

[BibT_eX]

[DOI]

Thiago Teixeira

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

A monolithic isolation amplifier in silicon-on-insulator CMOS.

[BibT_eX]

[DOI]

Kim Strohbehn

Steven E. Jaskulek

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

Capacitive coupling of data and power for 3D silicon-on-insulator VLSI.

[BibT_eX]

[DOI]

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

2004

Saliency-Driven Image Acuity Modulation on a Reconfigurable Array of Spiking Silicon Neurons.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Second generation of high dynamic range, arbitrated digital imager.

[BibT_eX]

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

ALOHA CMOS imager.

[BibT_eX]

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

A 16 × 16 pixel silicon on sapphire CMOS photosensor array with a digital interface for adaptive wavefront correction.

[BibT_eX]

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

Spatial acuity modulation of an address-event imager.

[BibT_eX]

[DOI]

R. Jacob Vogelstein

Udayan Mallik

Gert Cauwenberghs

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

2003

A comparative study of access topologies for chip-level address-event communication channels.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2003

A biomorphic digital image sensor.

[BibT_eX]

[DOI]

Kwabena A. Boahen

IEEE J. Solid State Circuits, 2003

An 8-bit, 1mW successive approximation ADC in SOI CMOS.

[BibT_eX]

[DOI]

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

Thin film PIN photodiodes for optoelectronic silicon on sapphire CMOS.

[BibT_eX]

[DOI]

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

2002

Modeling hot-electrons effects in silicon-on-sapphire MOSFETs.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

2001

High dynamic range, arbitrated address event representation digital imager.

[BibT_eX]

[DOI]

Kwabena Boahen

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Heterogeneous integration of biomimetic acoustic microsystems.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

2000

Evaluating variable resolution displays with visual search: task performance and eye movements.

[BibT_eX]

[DOI]

Derrick J. Parkhurst