Books
A e-Book version is also available. Ordering info.
Deep Learning, Computer vision, AI:
The Evolution of Multimodal Model Architectures SN Wadekar, A Chaurasia, A Chadha, E Culurciello, arXiv 2024
OneCAD: One Classifier for All image Datasets using multimodal learning SN Wadekar, E Culurciello, arXiv 2023
Continual Reinforcement Learning in 3D Non-stationary Environments Vincenzo Lomonaco, Karan Desai, Eugenio Culurciello and Davide Maltoni 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Capsule Network Performance with Autonomous Navigation Thomas Molnar, Eugenio Culurciello International Journal of Artificial Intelligence and Applications (IJAIA), Vol.11, No.1, January 2020 arXiv preprint arXiv:2002.03181
Continual Reinforcement Learning in 3D Non-stationary Environments Authors: Vincenzo Lomonaco, Karan Desai, Eugenio Culurciello, Davide Maltoni arXiv preprint arXiv:1905.10112
Deep neural networks compiler for a trace-based accelerator published by FWDNXT Inc. Andre Xian Ming Chang, Aliasger Zaidy, Lukasz Burzawa, Eugenio Culurciello, Proceedings of the 19th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems, pp.89-93, 2018.
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition K Han, H Wen, Y Zhang, D Fu, E Culurciello, Z Liu arXiv preprint arXiv:1805.07526 NIPS 2018
Deep Predictive Coding Network for Object Recognition Haiguang Wen, Kuan Han, Junxing Shi, Yizhen Zhang, Eugenio Culurciello, Zhongming Liu, arXiv:1802.04762 [cs.CV], February 2018, Accepted at ICML 2018.
Computing architecture with concurrent programmable data co-processor Culurciello, et al. January 2, 2018, United States Patent 9,858,220
Snowflake: A Model Agnostic Accelerator for Deep Convolutional Neural Networks Vinayak Gokhale, Aliasger Zaidy, Andre Xian Ming Chang, Eugenio Culurciello, arXiv:1708.02579 [cs.AR], August 2017
Compiling Deep Learning Models for Custom Hardware Accelerators Andre Xian Ming Chang, Aliasger Zaidy, Vinayak Gokhale, Eugenio Culurciello, arXiv:1708.00117 [cs.DC] July 2017
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation Abhishek Chaurasia, Eugenio Culurciello, arXiv:1707.03718 [cs.CV], July 2017
CortexNet: a Generic Network Family for Robust Visual Temporal Representations Alfredo Canziani, Eugenio Culurciello, arXiv:1706.02735 [cs.CV], June 2017
Snowflake: an Efficient Hardware Accelerator for Convolutional Neural Networks, Vinayak Gokhale, Aliasger Zaidy, Andre Xian Ming Chang, Eugenio Culurciello, 2017 IEEE International Symposium on Circuits & Systems, to be held in Baltimore, MD, USA May 28-31 2017.
Hardware accelerators for Recurrent Neural Networks on FPGA, Andre Xian Ming Chang, Eugenio Culurciello, 2017 IEEE International Symposium on Circuits & Systems, to be held in Baltimore, MD, USA May 28-31 2017.
An Analysis of Deep Neural Network Models for Practical Applications Alfredo Canziani, Adam Paszke, Eugenio Culurciello 2017 IEEE International Symposium on Circuits & Systems, to be held in Baltimore, MD, USA May 28-31 2017.
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke, Abhishek Chaurasia, Sangpil Kim, Eugenio Culurciello, May 2016, submitted to NIPS 2016, ICLR 2017.
Embedded Streaming Deep Neural Networks Accelerator with Applications, Aysegul Dundar, Jonghoon Jin, Berin Martini and Eugenio Culurciello, IEEE Transactions on Neural Networks and Learning Systems (To be published) 2016.
Robust Convolutional Neural Networks under Adversarial Noise, Jonghoon Jin, Aysegul Dundar, and Eugenio Culurciello, International Conference on Learning Representations (ICLR) 2016, San Juan, Puerto Rico.
Convolutional Clustering for Unsupervised Learning, Aysegul Dundar, Jonghoon Jin and Eugenio Culurciello, International Conference on Learning Representations (ICLR) 2016, San Juan, Puerto Rico.
Flattened Convolutional Neural Networks for Feedforward Acceleration, Jonghoon Jin, Aysegul Dundar and Eugenio Culurciello, International Conference on Learning Representations (ICLR) 2015, San Diego, CA.
Recurrent Neural Networks Hardware Implementation on FPGA, Andre Xian Ming Chang, Berin Martini, Eugenio Culurciello, November 2015, arXiv:1511.05552 [cs.NE].
Visual Attention with Deep Neural Networks, Alfredo Canziani and Eugenio Culurciello, Conference on Information Science and Systems CISS 2015, Baltimore, MD.
Memory Access Optimized Routing Scheme for Deep Networks on a Mobile Coprocessor, Aysegul Dundar, Jonghoon Jin, Vinayak Gokhale, Berin Martini and Eugenio Culurciello, IEEE High Performance Extreme Computing (HPEC) 2014, Boston, MA.
An Efficient Implementation of Deep Convolutional Neural Networks on a Mobile Coprocessor, Jonghoon Jin, Vinayak Gokhale, Aysegul Dundar, Bharadwaj Krishnamurthy, Berin Martini and Eugenio Culurciello, IEEE International Midwest Symposium on Circuits and Systems (MWSCAS) 2014, College Station, TX.
A 240 G-ops/s Mobile Coprocessor for Deep Neural Networks, Vinayak Gokhale, Jonghoon Jin, Aysegul Dundar, Berin Martini and Eugenio Culurciello, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2014, Columbus, OH
Accelerating Deep Neural Networks on Mobile Processor with Embedded Programmable Logic, Aysegul Dundar, Jonghoon Jin, Vinayak Gokhale, Bharadwaj Krishnamurthy, Alfredo Canziani, Berin Martini and Eugenio Culurciello, NIPS 2013 demonstration, December 5th 2013.
Tracking with Deep Neural Networks, Jonghoon Jin, Aysegul Dundar, Jordan Bates, Clement Farabet, Eugenio Culurciello, Conference on Information Science and Systems CISS 2013, Baltimore, MD.
Audio-Visual Saliency Map: Overview, Basic Models and Hardware Implementation, Sudarshan Ramenahalli, Dan Mendat, Salvador Dura-Bernal, Eugenio Culurciello, Ernst Niebur, Andreas G. Andreou, Conference on Information Science and Systems CISS 2013, Baltimore, MD.
Clustering Learning for Robotic Vision, Eugenio Culurciello, Jordan Bates, Aysegul Dundar, Jose Carrasco, Clement Farabet, ArXiv, http://arxiv.org/abs/1301.2820, January 15th 2013, Code here. ICLR 2013 workshop, https://sites.google.com/site/representationlearning2013/
Visual Tracking with Similarity Matching Ratio, Aysegul Dundar, Jonghoon Jin, Eugenio Culurciello, http://arxiv.org/abs/1209.2696, VISAPP 2013, International Conference on Computer Vision Theory and Applications, oral presentation 174.
NeuFlow: Dataflow Vision Processing System-on-a-Chip, Phi-Hung Pham, Darko Jelaca, Clement Farabet, Berin Martini, Yann LeCun and Eugenio Culurciello, IEEE International Midwest Symposium on Circuits and systems, IEEE MWSCAS 2012, Boise, Idaho, USA, pp – .
An Analysis of the Connections Between Layers of Deep Neural Networks, Eugenio Culurciello, Jonghoon Jin, Aysegul Dundar, Jordan Bates, http://arxiv.org/abs/1306.0152. Code link.
NeuFlow: A Runtime Reconfigurable Dataflow Processor for Vision, C. Farabet, B. Martini, B. Corda, P. Akselrod, E. Culurciello and Y. LeCun, in Proc. of the Fifth IEEE Workshop on Embedded Computer Vision (ECV’11 @ CVPR’11), IEEE, Colorado Springs, 2011. Invited Paper. Presentation Slides.
NeuFlow: A Runtime Reconfigurable Dataflow Architecture for Vision, C. Farabet, Y. LeCun, E. Culurciello, Snowbird Learning Workshop, Fort Lauderdale FL, 2011.
Hardware Accelerated Visual Attention Algorithm, P. Akselrod, F. Zhao, I. Derekli, C. Farabet, B. Martini, Y. LeCun and Eugenio Culurciello, Proc. Conference on Information Sciences and Systems (CISS), IEEE, Baltimore, 2011.
A Dataflow Processor for General Purpose Vision, C. Farabet, P. Akselrod, B. Martini, K. Kavukcuoglu, B. Corda, S. Talay, E. Culurciello and Y. LeCun, Neural Information Processing Systems (NIPS), Vancouver CA, December 2010.
Demonstration: NeuFlow: a dataflow processor for convolutional nets and other real-time algorithms, Clement Farabet, Berin Martini, Polina Akselrod, Benoit Corda, Selcuk Talay, Yann LeCun and Eugenio Culurciello, Neural Information Processing Systems conference, NIPS 2010, December 7th 2010, live demonstration.
NeuFlow: a neural vision processor for real-time object categorization in megapixel videos, Clement Farabet, Berin Martini, Polina Akselrod, Benoit Corda, Selcuk Talay, Yann LeCun and Eugenio Culurciello, Applied Imagery Pattern Recognition AIPR 2010, Washington, DC, October 13-15, 2010.
Comparison Between Frame-Constrained Fix-Pixel-Value and Frame-Free Spiking-Dynamic-Pixel ConvNets for Visual Processing, Clément Farabet, Rafael Paz, Jose Perez-Carrasco, Carlos Zamarreño, Alejandro Linares-Barranco, Yann LeCun,Eugenio Culurciello, Teresa Serrano-Gotarredona and Bernabe Linares-Barranco, Frontiers in Neuromorphic Engineering, www.frontiersin.org. 2012, pp-.
Efficient feedforward categorization of objects and human postures with address-event image sensors, Shoushun Chen, Polina Akselrod, Bo Zhao, Jose Antonio Perez Carrasco, Bernabe Linares-Barranco and Eugenio Culurciello, IEEE Transactions on Pattern Analysis and Machine Intelligence, February 2012, Vol. 34, N. 2, pp. 302-313.
A Tri-Mode Smart Vision Sensor with 11-Transistors/pixel for Wireless Sensor Networks, D. Kim, E. Culurciello, IEEE Sensors, Vol. 13 N. 6, pp. 2102-2108, June 2013.
Hardware Accelerated Convolutional Neural Networks for Synthetic Vision Systems, C. Farabet, B. Martini, P. Akselrod, S. Talay, Y. LeCun and E. Culurciello, IEEE International Symposium on Circuits and Systems, 2010. ISCAS 2010, Paris, France, pp. 257 – 260.
Bio-Inspired Vision Processor for Ultra-Fast Object Categorization, Clement Farabet, Berin Martini, Polina Akselrod, Benoit Corda, Selcuk Talay, Yann LeCun and Eugenio Culurciello, High Performance Embedded Computing Workshop, HPEC 2010, MIT Lincoln Laboratories, 15-16 September 2010.
Neuromorphic, Image Sensors, Cameras
A Tri-Mode Event-Based Vision Sensor with an Embedded Wireless Transmitter, Juan A. Lenero-Bardallo, Wei Tang, Dongsoo Kim, Joon Hyuk Park, and Eugenio Culurciello, IEEE International Conference on Electronics, Circuits, and Systems, Seville, Spain, 9-12 December, 2012.
A Second Generation 3D Integrated Feature-Extracting Image Sensor, Xiangyu Zhang, Shoushun Chen, and Eugenio Culurciello, IEEE Sensors 2011, 28-31 October 2011, Limerick, Ireland, pp. 1933 – 1936.
A Compact-pixel Tri-mode Vision Sensor, Dongsoo Kim, Eugenio Culurciello, IEEE International Symposium on Circuits and Systems, 2010. ISCAS 2010, Paris, France, pp. 2434 – 2437.
Activity-Driven, Event-Based Vision Sensors, Tobi Delbruck, Bernabe Linares-Barranco, Eugenio Culurciello, Christoph Posch, IEEE International Symposium on Circuits and Systems, 2010. ISCAS 2010, Paris, France, pp. 2426 – 2429.
A 64×64 Pixels UWB Wireless Temporal-Difference Digital Image Sensor, Shoushun Chen, Wei Tang, Eugenio Culurciello, IEEE International Symposium on Circuits and Systems, 2010. ISCAS 2010, Paris, France, pp. 1404 – 1407.
A Biologically Inspired System for Human Posture Recognition, Shoushun Chen, Polina Akselrod and Eugenio Culurciello, IEEE Biomedical Circuits and Systems Conference, BioCAS 2009, November 2009, pp. 113 – 116.
A Bio-Inspired Event-Based Size and Position Invariant Human Posture Recognition Algorithm, S.S. Chen, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2009. ISCAS 2009, 24-27 May 2009, Taipei, Taiwan, pp. 775 – 778.
Live demonstration: A bio-inspired event-based size and position invariant human posture recognition algorithm, S.S. Chen, B. Martini, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2009. ISCAS 2009, May 24 2009 pp. 779 – 779.
A Size and Position Invariant Event-based Human Posture Recognition Algorithm, S. Chen, F. Folowosele, R.J. Vogelstein, R. Etienne-Cummings, E. Culurciello, IEEE Biomedical Circuits and Systems Conference, BioCAS 2008, November 2008, pp. 285 – 288.
An Address-Event Fall Detector for Assisted Living Applications, Z. Fu, T. Delbruck, P. Lichsteiner, E. Culurciello, IEEE Transactions on Biomedical Circuits and Systems TBCAS, June 2008, Vol. 2, Issue 2, pp. 88-96.
A 1.2mW CMOS Temporal-Difference Image Sensor for Sensor Networks, Z.M. Fu, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2008. ISCAS 2008, 18-21 May 2008, Seattle USA., pp. -.
Fall Detection Using an Address-Event Temporal Contrast Vision Sensor, Z.M. Fu, E. Culurciello, T. Delbruck, P. Lichsteiner, IEEE International Symposium on Circuits and Systems, 2008. ISCAS 2008, 18-21 May 2008, Seattle USA., pp. -, won best paper award.
Address-Event Video Streaming Over Wireless Sensor Networks, E. Park, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2007. ISCAS 2007, 27-30 May 2007, pp. 849-852.
A 3D Integrated Feature-Extracting Image Sensor, Z.M. Fu, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2007. ISCAS 2007, 27-30 May 2007, pp. 3964-3967.
CMOS image sensors for sensor networks, Eugenio Culurciello and Andreas G. Andreou, Analog Integrated Circuits and Signal Processing, Springer Netherlands, Volume 49, Issue1, October 2006, pp. 39-51.
A Lightweight Camera Sensor Network Operating on Symbolic Information, T. Teixeira, D. Lymberopoulos, E. Culurciello, Y. Aloimonos and A. Savvides, Proceedings of First Workshop on Distributed Smart Cameras 2006, held in conjunction with ACM SenSys 2006.
A Multi-Chip Neuromorphic System for Spike-Based Visual Information Processing, R. Jacob Vogelstein, Udayan Mallik, Eugenio Culurciello, Gert Cauwengberghs, Ralph Etienne-Cummings, (NECO-03-06-179R2) Neural Computation, Vol. 19, Number 9, September 1 2007.
Address-Event Imagers for Sensor Networks: Evaluation and Modeling, T. Teixeira, E. Culurciello, E. Park, D. Lymberopoulos, A. B. Sweeney and A. Savvides, Proceedings of Information Processing in Sensor Networks (IPSN), April 2006, pp. 458 – 466.
Address-Event Image Sensor Network, E. Culurciello, A. Savvides, IEEE International Symposium on Circuits and Systems, 2006. ISCAS 2006, 21-24 May 2006,pp. 955-958.
An Address-Event Image Sensor Network, T. Teixeira, A.G. Andreou, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2006. ISCAS 2006, 21-24 May 2006, pp. 4467 – 4470.
Event-Based Imaging with Active Illumination in Sensor Networks, Eugenio Culurciello, Thiago Teixeira, Andreas G. Andreou, Yale University CMOC Symposium March 17th, 2005.
Event-Based Imaging With Active Illumination In Sensor Networks, Teixeira, T.; Andreou, A.G.; Culurciello, E.; Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on 23-26 May 2005 Page(s):644 – 647 Vol. 1
Saliency-Driven Image Acuity Modulation on a Reconfigurable Silicon Array of Spiking Neurons, R.J. Vogelstein, U. Mallik, E. Culurciello, G. Cauwenberghs, and R. Etienne-Cummings, Adv. Neural Information Processing Systems (NIPS’2004), Cambridge: MIT Press, vol. 17, 2005.
Spatial acuity modulation of an address-event imager, Vogelstein, R.J.; Mallik, U.; Culurciello, E.; Etienne-Cummings, R.; Cauwenberghs, G.; Electronics, Circuits and Systems, 2004. ICECS 2004. Proceedings of the 2004 11th IEEE International Conference on, 13-15 Dec. 2004 Page(s):207 – 210
ALOHA CMOS Imager, Culurciello, E.; Andreou, A. G., 2004 IEEE International Symposium on Circuits and Systems, Vancouver, Canada, May 2004.
A 16 x 16 Pixel Silicon on Sapphire CMOS Photosensor Array With a Digital Interface For Adaptive Wavefront Correction, Culurciello, E.; Andreou, A. G., 2004 IEEE International Symposium on Circuits and Systems, Vancouver, Canada, May 2004.
Second Generation of High Dynamic Range, Arbitrated Digital Imager, Eugenio Culurciello, Ralph Etienne-Cummings, 2004 IEEE International Symposium on Circuits and Systems, Vancouver, Canada, May 2004.
Imager Based Sensor Networks for Understanding and Creating Behaviors, A. Savvides and E. Culurciello, Proceedings of IEEE Basenets, October 2005
A real-time spike-domain sensory information processing system, Mallik, U.; Vogelstein, R.J.; Culurciello, E.; Etienne-Cummings, R.; Cauwenberghs, G.; Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on 23-26 May 2005 Page(s):1919 – 1922 Vol. 3
16 x 16 Pixel Silicon on Sapphire CMOS Digital Pixel Photosensor Array, Culurciello, E.; Andreou, A. G., Electronics Letters, Vol.40, Issue 1,Page(s): 66- 68, January 8th, 2004.
A Biomorphic Digital Image Sensor, Culurciello E., Etienne-Cummings R., Boahen K. A., IEEE Journal of Solid-State Circuits, Vol. 38, No. 2, Page(s): 281 -294, February 2003.
Arbitrated address event representation digital image sensor, Culurciello, E.; Etienne-Cummings, R.; Boahen, K., 2001 IEEE International Solid-State Circuits Conference. Digest of Technical Papers. ISSCC. 2001, Page(s): 92 -93, 2001.
High dynamic range, arbitrated address event representation digital imager, Culurciello, E.; Etienne-Cummings, R.; Boahen, K., 2001 IEEE International Symposium on Circuits and Systems, Vol. 2, Page(s): 505 -508, 2001.
Arbitrated address-event representation digital image sensor, Culurciello, E.; Etienne-Cummings, R.; Boahen, K.,Electronics Letters, Vol. 37, Issue: 24, Page(s): 1443 -1445, November 22nd, 2001.
Intact visual search performance with variable resolution displays: Effects of low resolution in the peripheral visual field, Parkhurst D., Culurciello E., & Niebur E., The Journal of Cognitive Neuroscience, suppl., 94a, 36-37, 2000.
Evaluating variable resolution displays with visual search: Task performance and eye movements, Parkhurst D., Culurciello E, Niebur E., In Proceedings of Eye Tracking Research & Applications Symposium 2000, pages 105 — 110. ACM, 2000.
Visual search of variable resolution displays: Tracking and predicting eye movements, Parkhurst D., Culurciello E., Law K., & Niebur E., poster presented at the 3rd Annual Eastern Psychology Association Perception and Attention Mini-Conference, Baltimore MD, 2000.;
Biomedical Instrumentation
Analyzing complex single molecule emission patterns with deep learning Peiyi Zhang, Sheng Liu, Abhishek Chaurasia, Donghan Ma, Michael J. Mlodzianoski, Eugenio Culurciello, Fang Huang, Nature Methods 2018
Spatially Compact Neural Clusters in the Dorsal Striatum Encode Locomotion Relevant Information, Giovanni Barbera, Bo Liang, Lifeng Zhang, Charles R. Gerfen, Eugenio Culurciello, Rong Chen, Yun Li, Da-Ting Lin, Neuron, Volume 92, Issue 1, 5 October 2016, Pages 202–213
Continuous Time Level Crossing Sampling ADC for Bio-Potential Recording Systems, Wei Tang, Osman, A. ; Kim, D. ; Goldstein, B. ; Huang, C. ; Martini, B. ; Pieribone, V.A. ; Eugenio Culurciello, IEEE Transactions on Circuits and Systems I: Regular Papers, Vol.: 60, Issue: 6, pp. 1407 – 1418, June 2013.
Automated, in-vivo, whole-cell electrophysiology using an integrated patch-clamp amplifier, I. Kolb, G. Holst, B. Goldstein, S.B. Kodandaramaiah, E.S. Boyden, E. Culurciello, C.R. Forest, Proceedings of the 22nd Annual Computational Neuroscience Meeting (CNS 2013), Paris, France, July 13-18, 2013.
Noise Analysis and Performance Comparison of Low Current Measurement Systems for Biomedical Applications, Dongsoo Kim, Brian Goldstein, Wei Tang, Eugenio Culurciello, IEEE Transactions on Biomedical Circuits and Systems, accepted awaiting publication, 2012, pp-.
CMOS Low Current Measurement System for Biomedical Applications, Brian Goldstein, Dongsoo Kim, Jian Xu, T. Kyle Vanderlick, Eugenio Culurciello, IEEE Transactions on Biomedical Circuits and Systems, vol.6, no.2, pp.111-119, April 2012.
A 64×64 Pixels UWB Wireless Temporal-Difference Digital Image Sensor, Shoushun Chen, Wei Tang, Xiangyu Zhang, and Eugenio Culurciello, IEEE Transactions on Very Large Scale Integration Systems, Vol. 20, Num. 12, December 2012, pp. 2232-2240.
Live Demonstration: a FSK-OOK Ultra Wideband Impulse Radio Communication System with Spontaneous Clock and Data Recovery, Wei Tang, Shoushun Chen, Eugenio Culurciello, IEEE International Symposium on Circuits and Systems, 2012. ISCAS 2012, Seoul, S. Korea, pp. – .
A Second-Generation Imaging System for Freely Moving Animals, Joon Hyuk Park, Jelena Platisa, Vincent Pieribone, Eugenio Culurciello, IEEE International Symposium on Circuits and Systems, 2012. ISCAS 2012, Seoul, S. Korea, pp. – .
A mobile imaging system to monitor the cortex in behaving rodents, Joon Hyuk Park, Ahmad Osman, Jelena Platisa, Eugenio Culurciello, Vincent Pieribone, Computational and Systems Neuroscience (Cosyne) 2012, Salt Lake City, February 23 – 26, 2012, pp.
Head-mountable High Speed Camera for Optical Neural Recording, Joon Hyuk Park, Jelena Platisa, Justus V. Verhagen, Shree H. Gautam, Ahmad Osman, Dongsoo Kim, Vincent A. Pieribone, Eugenio Culurciello, Journal of Neuroscience Methods, Vol. 201, No. 2, October 2011, pp. 290-295.
CMOS Low Current Measurement System for Nanopore Sensing Applications, Brian Goldstein, Dongsoo Kim, Malgorzata Magoch, Yann Astier, and Eugenio Culurciello, IEEE Biomedical Circuits and Systems Conference, BioCAS 2011, November 2011, San Diego, pp. 265 – 268.
A Head-Mountable Microscope for High-Speed Fluorescence Brain Imaging Ahmad Osman, Joon Hyuk Park, David Dickensheets, Jelena Platisa, Eugenio Culurciello, Vincent A. Pieribone, EEE Biomedical Circuits and Systems Conference, BioCAS 2011, November 2011, San Diego, pp. 114-116 .
A Non-Coherent FSK-OOK UWB Impulse Radio Transmitter for Clock-Less Synchronization, W. Tang, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2011. ISCAS 2011, Rio de Janeiro, Brazil, pp. – .
A Four-Channel Integrated Patch-Clamp Amplifier with Current-Clamp Capability, Brian Goldstein, Kunil Choe, Fred J. Sigworth and Eugenio Culurciello, IEEE International Midwest Symposium on Circuits and systems, IEEE MWSCAS 2011, Seoul, Korea, pp – .
CMOS Low Current Measurement System for Biomedical Applications, B. Goldstein, Dongsoo Kim, Angelo Rottigni, Jian Xu, T. Kyle Vanderlick, E. Culurciello, IIEEE International Symposium on Circuits and Systems, 2011. ISCAS 2011, Rio de Janeiro, Brazil, pp. 1016-1020.
An optogenetic neural recording system and its application to study the mouse visual cortex, Joon Hyuk Park, Yuka Okazaki, Tamas Fehervari, Yoshinori Shimada, Vincent Pieribone, Tetsuya Yagi, Eugenio Culurciello, IEEE CASFEST 2011, Topic: Brain Machine Interface (BMI).
A 4-channels Integrated Voltage and Current Patch-Clamp Amplifier, Brian Goldstein, Andrew Choe, Fred Sigworth and Eugenio Culurciello, IEEE Midwest Symposium on Circuits and Systems, MWSCAS 2011, Special Session: ASIC Sensors for Biomedical and Environmental Applications, Invited Paper.
Patch-clamp amplifiers on a chip, P. Weerakoon, E. Culurciello, Y. Yang, J. Santos-Sacchi, P. J. Kindlmann, Fred J. Sigworth, Journal of Neuroscience Methods, Elsevier 2010, Volume 192, Issue 2, 15 October 2010, Pages 187-192.
A VLSI Neural Monitoring System with Ultra-Wideband Telemetry for Awake Behaving Subjects, E. Greenwald, M. Mollazadeh, N. Thakor, W. Tang, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2010. ISCAS 2010, Paris, France, pp. 1193 – 1196.
An Integrated Patch-Clamp System with Dual Input, P. Weerakoon, F. Sigworth, P. Kindlmann, J. Santos-Sacchi, Y. Yang, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2010. ISCAS 2010, Paris, France, pp. 1523 – 1526.
Performance Comparison of Low Current Measurement Systems for Biomedical Applications, D. Kim, W. Tang, B. Goldstein, P. Weerakoon, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2010. ISCAS 2010, Paris, France, pp. 3469 – 3472.
A 3nV/rtHz Rail-to-Rail Operational Amplifier in Silicon-on-Sapphire with Constant Transconductance, P. Weerakoon, P. Kindlmann, F.J. Sigworth, E. Culurciello, Analog Integrated Circuits and Signal Processing, Springer 2010, Volume 65, Number 2, 311-319, DOI: 10.1007/s10470-010-9484-6.
A Low-power High-speed Ultra-Wideband Pulse Radio Transmission System, Wei Tang, E. Culurciello, IEEE Transactions on Biomedical Circuits and Systems, Special Issue on ISCAS 2008, Oct. 2009, pp 286 – 292.
A 1-mW CMOS Temporal-Difference AER Sensor for Wireless Sensor Networks, D. Kim, Z.M. Fu, E. Culurciello, IEEE Transactions on Electron Devices, Special issue on solid-state image sensors, invited paper, November 2009, pp 2586-2593.
An Integrated Patch-Clamp Potentiostat with Electrode Compensation, P. Weerakoon, K. Klemic, F.J. Sigworth, E. Culurciello, IEEE Transactions on Biomedical Circuits and Systems TBCAS, invited paper, April 2009, Vol. 3, Issue 2, pp. 117-125.
Ultra-low Current Measurements with Silicon-on-sapphire Integrator Circuits, E. Culurciello, H. Montanaro, D. Kim, IEEE Electron Device Letters, Vol. 30, Issue 3, March 2009, pp 258 – 260.
Integrated patch-clamp biosensor for high-density screening of cell conductance, P. Weerakoon, K. Klemic, F.J. Sigworth, E. Culurciello, IET Electronics Letters, January 17th 2008, Vol. 44, Issue 2, pp. 81-82
60- 4-Channel Asynchronous Bio-Potential Recording System, Wei Tang, Chenxi Huang, Dongsoo Kim, Berin Martini, Eugenio Culurciello, IEEE International Symposium on Circuits and Systems, 2010. ISCAS 2010, Paris, France, pp. 953 – 956.
A low-power high-speed ultra wideband pulse radio system, W. Tang, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2009. ISCAS 2009, May 24 2009, pp. 1916 – 1916.
A Pulse-Based Amplifier and Data Converter for Bio-Potentials, W. Tang, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2009. ISCAS 2009, 24-27 May 2009, Taipei, Taiwan, pp. 337 – 340
High-Speed Fluorescence Imaging System for Freely Moving Animals, J.H. Park, V. Pieribone, J.V. Verhagen, C. von Hehn, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2009. ISCAS 2009, 24-27 May 2009, Taipei, Taiwan, pp. 2429 – 2432.
Miniature Voltage Sensitive Dye Imaging System for In Vivo Experiments, Joon Hyuk Park, Vincent Pieribone, Dongsoo Kim, Justus Valentijn Verhagen, Shree Hari Gautam, Eugenio Culurciello, IEEE-NIH LIfe Science Systems and Applications Workshop LISSA 2009, NIH April9-10th 2009, pp. 70 – 73.
Voltage Sensitive Dye Imaging System for Awake and Freely Moving Animals, J.H. Park, E. Culurciello, D. Kim, J. V. Verhagen, S.H. Gautam, V. Pieribone, IEEE Biomedical Circuits and Systems Conference, BioCAS 2008, November 2008, pp. 89 – 92.
An Integrated Patch-Clamp Amplifier for High-Throughput Planar Patch-Clamp Systems, P. Weerakoon, Kate Klemic, F.J. Sigworth, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2008. ISCAS 2008, 18-21 May 2008, Seattle USA., pp. 1808 – 1811.
A Low-Power Silicon-on-Sapphire Tunable Ultra-Wideband Transmitter, W. Tang, A.G. Andreou, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2008. ISCAS 2008, 18-21 May 2008, Seattle USA., pp. 1974 – 1977.
Electrical Noise Analysis of an Integrated Patch-Clamp Amplifier, P. Weerakoon, Kate Klemic, F.J. Sigworth, E. Culurciello, IEEE BioCAS 2007 conference proceedings, Montreal November 28th
A Low-Noise Miniaturized Patch-Clamp amplifier, P. Weerakoon, Kate Klemic, F.J. Sigworth, E. Culurciello, IEEE LISA 2007 conference proceedings, NIH November 8th 2007.
An Integrated Patch-Clamp Amplifier for High-Density Whole-Cell Recordings, P. Weerakoon, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2007. ISCAS 2007, 27-30 May 2007 ,pp. 1205-1209.
An Integrated Patch-Clamp Amplifier in Silicon-on-Sapphire CMOS, F. Laiwalla, K.G. Klemic, F.J. Sigworth, E. Culurciello, IEEE Transactions on Circuits and Systems, TCAS-I, special issue on Life Science and Applications, Volume 53, Issue 11, Nov. 2006, pp. 2364 – 2370.
An Integrated Silicon-on-Sapphire Patch-Clamp Amplifier, F. Laiwalla, K.G. Klemic, F.J. Sigworth, E. Culurciello, IEEE/NLM Life Science Systems and Application Workshop 2006, NIH, Bethesda MD, 13-14th July 2006.
An Integrated Patch-Clamp Amplifier in Silicon-on-Sapphire CMOS, F. Laiwalla, K.G. Klemic, F.J. Sigworth, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2006. ISCAS 2006, 21-24 May 2006, pp. 4054-4057.
An Integrated Silicon on Sapphire Patch Clamp Amplifier, Farah Laiwalla, Zhengming Fu, Kate Klemic, Fred Sigworth, Eugenio Culurciello, Yale University CMOC Symposium, March 21st, 2006.
Integrated Patch Clamp Amplifier, Farah Laiwalla, Zhengming Fu, Kate Klemic, Fred Sigworth, Eugenio Culurciello, Yale University CMOC Symposium March 17th, 2005.
Silicon Technology
Mixed Signal Microsystems in Emerging SOI Technologies, E. Culurciello, IEEE SOI International Conference, October 2008, pp. 107-108. Invited paper.
Phototransistor Image Sensor in Silicon on Sapphire, J.H. Park, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2008. ISCAS 2008, 18-21 May 2008, Seattle USA., pp. 1416 – 1419.
High-Speed Back-Illuminated Image Sensor in Silicon-on-Sapphire, J.H Park, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2008. ISCAS 2008, 18-21 May 2008, Seattle USA., pp. 1854 – 1857.
Responsivity of Gated Photodiode in SOS Technology, A. Fish, O. Yadid-Pecht, E. Culurciello, IEEE Conference on Sensors 2007, Atlanta, Georgia from Oct 28-31, 2007.
Three-Dimensional Phototransistors in 3D Silicon-on-insulator technology, Eugenio Culurciello, IET Electronics Letters, March 29th 2007, Vol. 43, Issue 7, 29
A Digital Isolation Amplifier in Silicon-on-Sapphire CMOS, E. Culurciello, P.O. Pouliquen, A.G. Andreou, IET Electronics Letters, Volume 43, Issue 8, April 12th 2007, pp. 451-452.
A Silicon-on-Sapphire Low-Voltage Temperature Sensor for Energy Scavengers, T. Kaya, H. Koser, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2007. ISCAS 2007, 27-30 May 2007, pp. 2455-2458.
Nonvolatile Flash Memories in Silicon-on-Sapphire CMOS, C.C. Yeh, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2007. ISCAS 2007, 27-30 May 2007, pp. 2782-2785.
Vertically-Integrated Three-Dimensional SOI Photodetectors, E. Culurciello, P. Weerakoon, IEEE International Symposium on Circuits and Systems, 2007. ISCAS 2007, 27-30 May 2007, pp. 2498-2501.
Three-Dimensional Photodetectors in 3D Silicon-on-insulator technology, Eugenio Culurciello and Pujitha Weerakoon, IEEE Electron Device Letters, Vol. 28, Issue 2, February 2007, pp 117 – 119.
A Monolithic Isolation Amplifier in Silicon-on-Insulator CMOS: Testing and Applications, G. Marcus, K. Strohben, S. Jaskulek, A.G. Andreou, E. Culurciello, Analog Integrated Circuits and Signal Processing, Publisher: Springer Netherlands, Volume 49, Issue1, October 2006, pp. 63-70.
3D Integrated Sensors in Silicon-on-Sapphire CMOS, E. Culurciello, A. Andreou, IEEE International Symposium on Circuits and Systems, 2006. ISCAS 2006, 21-24 May 2006, pp. 4959-4962.
A Low-Voltage Temperature Sensor for Micro Power Harvesters in Silicon-on-Sapphire CMOS, T. Kaya, H. Koser, E. Culurciello, Electronics Letters, Volume 42, Issue 9, 27 April 2006 Page(s): 526 – 528.
An Ultra-Low Power Silicon-on-Sapphire ADC for Energy-Scavenging Sensors, Z.M. Fu, E. Culurciello, IEEE International Symposium on Circuits and Systems, 2006. ISCAS 2006, 21-24 May 2006, pp. 1511 – 1514.
A nano-Watt Silicon-on-Sapphire ADC using 2C-1C Capacitor Chain, Zhengming Fu, Pujitha Weerakoon, Eugenio Culurciello, IEE Electronics Letters, Volume 42, Issue 6, 16 March 2006 pp. 341-343.
Dark Current and Noise in 100nm thick lateral PIN photodiodes fabricated in SOS CMOS technology, M. Adlestein, F. Tejada, E. Culurciello, P. Pouliquen, A.G. Andreou, IEEE International Symposium on Circuits and Systems, 2006. ISCAS 2006, 21-24 May 2006, pp.4583-4586.
Digital phase-shift modulation for an isolation buffer in silicon-on-sapphire CMOS, Culurciello, E.; Pouliquen, P.; Andreou, A.G., IEEE International Symposium on Circuits and Systems, 2006. ISCAS 2006, 21-24 May 2006, pp. 3710-3713.
Capacitive Coupling Of Data And Power For 3D Silicon-On-Insulator VLSI, Culurciello, E.; Andreou, A.G.; Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on 23-26 May 2005 Page(s):4142 – 4145 Vol. 4
Capacitive Inter-Chip Data and Power Transfer for 3D VLSI, Eugenio Culurciello, Andreas G. Andreou, IEEE Transactions on Circuits and Systems express letters, TCAS-II, Volume 53, Issue 12, Dec. 2006, pp 1348 – 1352.
An 8-bit, 1mW Successive Approximation ADC in SOI CMOS, E. Culurciello, A.G. Andreou, IEEE Transactions on Circuits and Systems express letters, TCAS-II, September 2006, Vol 53, N. 9, pp. 858-862.
An isolation charge pump fabricated in silicon on sapphire CMOS technology, Eugenio Culurciello, Philippe O. Pouliquen and Andreas G. Andreou, Electronics Letters, Vol. 41, N. 10, May 2005, pages: 520-592.
A Monolithic Isolation Amplifier In Silicon-On-Insulator CMOS, Culurciello, E.; Pouliquen, P.; Andreou, A.G.; Strohbehn, K.; Jaskulek, S.; Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on 23-26 May 2005 Page(s):137 – 140 Vol. 1
A monolithic digital galvanic isolation buffer fabricated in silicon on sapphire CMOS, E. Culurciello, P.O. Pouliquen, A.G. Andreou, K. Strohbehn, S. Jaskulek, Electronics Letters, Vol. 41, N. 9, April 2005, pages: 526-528.
A comparative study of access topologies for chip-level address-event communication channels, Culurciello E., Andreou A.G., IEEE Transactions on Neural Networks, Vol. 14, Issue 5, Page(s): 1266 -1277, September 2003.
An 8-bit, 1mW Successive Approximation ADC in SOI CMOS**, Culurciello E., Andreou A.G., 2003 IEEE International Symposium on Circuits and Systems, Vol. 1, Page(s): I-301 -I-304, Bangkok, Thailand, May 2003.
Modeling hot-electrons effects in silicon-on-sapphire MOSFETs, Culurciello, E.; Andreou, A.; Pouliquen, P., 2002 IEEE International Symposium on Circuits and Systems, Vol. 1 , Page(s): 569 -572, 2002.
Silicon on Sapphire CMOS Optoelectronic Devices and Systems, A. G. Andreou, A. Apsel, P. Pouliquen, E. Culurciello, F. Tejada, OIDA November 2002, Washington DC.
Thin Film PIN Photodiodes for Optoelectronic Silicon on Sapphire CMOS, A. Apsel, E. Culurciello, A.G. Andreou, K. Aliberti, 2003 IEEE International Symposium on Circuits and Systems, Vol.4, Page(s): IV-908 -IV-911, Bangkok, Thailand, May 2003.
Heterogeneous integration of biomimetic acoustic microsystems, Andreou, A.G.; Goldberg, D.H.; Culurciello, E.; Stanacevic, M.; Cauwenberghs, G.; Riddle, L. Circuits and Systems, 2001. ISCAS 2001. The 2001 IEEE International Symposium on , Vol. 2 , Page(s): 189 -192, 2001
Silicon on Sapphire CMOS Optoelectronic Microsystems, A. G. Andreou, A. Apsel, P. Pouliquen, E. Culurciello, P. Abshire, F. Tejada, OIDA November 2001, Washington DC.
Theses and Reports
An Integrated Patch-Clamp Amplifier for Automated, High-Throughput, Whole-Cell Recording Systems, Pujitha Weerakoon, Yale University PhD Thesis, March 2009.
Low Power and Intelligent Image Sensing, Zhengming Fu, Yale University PhD Thesis, December 2007.
Silicon-on-Sapphire CMOS Circuits and Devices for Sensors Interfaces, Eugenio Culurciello, Johns Hopkins University PhD Thesis, October 2004.
Periodicals
A distributed network for visual processing, Culurciello, E., Andreou A.G., Mandolesi P., Neuromorphic Engineer Newsletter. Volume 1, Number 2, Autumn 2004.
Patents from our work:
Evolutionary imitation learning
Deep learning accelerators with configurable hardware options optimizable via…
Runtime optimization of computations of an artificial neural network compiled …
Implement the computation of an artificial neural network using multiple deep …
Discovery of hardware characteristics of deep learning accelerators for …
Compiler configurable to generate instructions executable by different deep …
Deep neural networks compiler for a trace-based accelerator
Compiler with an artificial neural network to optimize instructions generated …
Inference Engine Circuit Architecture
Hardware Accelerator for Convolutional Neural Networks and Method of Operation …
Computing architecture with co-processor
The publications in this page are owned by the respective publishers. Preprints of these papers are provided to assist timely dissemination of their contents. Copyrights are held by the respective publishing organizations.