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Eugenio Culurciello
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- affiliation: Micron Technology, Inc., USA
- affiliation: FWDNXT Inc., West Lafayette, IN, USA
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2020 – today
- 2024
- [i18]Shakti N. Wadekar, Abhishek Chaurasia, Aman Chadha, Eugenio Culurciello:
The Evolution of Multimodal Model Architectures. CoRR abs/2405.17927 (2024) - 2023
- [i17]Shakti N. Wadekar, Eugenio Culurciello:
OneCAD: One Classifier for All image Datasets using multimodal learning. CoRR abs/2305.07167 (2023) - 2022
- [i16]Andre Xian Ming Chang, Parth Khopkar, Bashar Romanous, Abhishek Chaurasia, Patrick Estep, Skyler Windh, Doug Vanesko, Sheik Dawood Beer Mohideen, Eugenio Culurciello:
Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array. CoRR abs/2205.13675 (2022) - 2020
- [j19]Andre Xian Ming Chang, Aliasger Zaidy, Marko Vitez, Lukasz Burzawa, Eugenio Culurciello:
Deep neural networks compiler for a trace-based accelerator. J. Syst. Archit. 102 (2020) - [c80]Vincenzo Lomonaco
, Karan Desai, Eugenio Culurciello, Davide Maltoni:
Continual Reinforcement Learning in 3D Non-stationary Environments. CVPR Workshops 2020: 999-1008 - [i15]Thomas Molnar, Eugenio Culurciello:
Capsule Network Performance with Autonomous Navigation. CoRR abs/2002.03181 (2020)
2010 – 2019
- 2019
- [c79]Juan Carvajal, Thomas Molnar, Lukasz Burzawa, Eugenio Culurciello:
Augmented Curiosity: Depth and Optical Flow Prediction for Efficient Exploration. ISVC (1) 2019: 260-271 - [i14]Vincenzo Lomonaco, Karan Desai, Eugenio Culurciello, Davide Maltoni:
Continual Reinforcement Learning in 3D Non-stationary Environments. CoRR abs/1905.10112 (2019) - 2018
- [c78]Aliasger Zaidy, Andre Xian Ming Chang, Vinayak Gokhale, Eugenio Culurciello:
A High Efficiency Accelerator for Deep Neural Networks. EMC2@ASPLOS 2018: 9-13 - [c77]Andre Xian Ming Chang, Aliasger Zaidy, Eugenio Culurciello:
Efficient Compiler Code Generation for Deep Learning Snowflake Co-Processor. EMC2@ASPLOS 2018: 24-28 - [c76]Haiguang Wen, Kuan Han, Junxing Shi, Yizhen Zhang, Eugenio Culurciello, Zhongming Liu:
Deep Predictive Coding Network for Object Recognition. ICML 2018: 5263-5272 - [c75]Andre Xian Ming Chang, Aliasger Zaidy, Lukasz Burzawa, Eugenio Culurciello:
Deep neural networks compiler for a trace-based accelerator (short WIP paper). LCTES 2018: 89-93 - [c74]Kuan Han, Haiguang Wen, Yizhen Zhang, Di Fu, Eugenio Culurciello, Zhongming Liu:
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition. NeurIPS 2018: 9221-9233 - [i13]Haiguang Wen, Kuan Han, Junxing Shi, Yizhen Zhang
Deep Predictive Coding Network for Object Recognition. CoRR abs/1802.04762 (2018) - [i12]Kuan Han, Haiguang Wen, Yizhen Zhang, Di Fu, Eugenio Culurciello, Zhongming Liu:
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition. CoRR abs/1805.07526 (2018) - 2017
- [j18]Aysegul Dundar, Jonghoon Jin, Berin Martini, Eugenio Culurciello:
Embedded Streaming Deep Neural Networks Accelerator With Applications. IEEE Trans. Neural Networks Learn. Syst. 28(7): 1572-1583 (2017) - [c73]Eugenio Culurciello:
Snowflake: deep neural network accelerator. TIML@ISCA 2017: 12 - [c72]Alfredo Canziani, Eugenio Culurciello, Adam Paszke:
Evaluation of neural network architectures for embedded systems. ISCAS 2017: 1-4 - [c71]Andre Xian Ming Chang, Eugenio Culurciello:
Hardware accelerators for recurrent neural networks on FPGA. ISCAS 2017: 1-4 - [c70]Vinayak Gokhale, Aliasger Zaidy, Andre Xian Ming Chang, Eugenio Culurciello:
Snowflake: An efficient hardware accelerator for convolutional neural networks. ISCAS 2017: 1-4 - [c69]Abhishek Chaurasia, Eugenio Culurciello:
LinkNet: Exploiting encoder representations for efficient semantic segmentation. VCIP 2017: 1-4 - [i11]Alfredo Canziani, Eugenio Culurciello:
CortexNet: a Generic Network Family for Robust Visual Temporal Representations. CoRR abs/1706.02735 (2017) - [i10]Abhishek Chaurasia, Eugenio Culurciello:
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation. CoRR abs/1707.03718 (2017) - [i9]Andre Xian Ming Chang, Aliasger Zaidy, Vinayak Gokhale, Eugenio Culurciello:
Compiling Deep Learning Models for Custom Hardware Accelerators. CoRR abs/1708.00117 (2017) - [i8]Vinayak Gokhale, Aliasger Zaidy, Andre Xian Ming Chang, Eugenio Culurciello:
Snowflake: A Model Agnostic Accelerator for Deep Convolutional Neural Networks. CoRR abs/1708.02579 (2017) - 2016
- [i7]Alfredo Canziani, Adam Paszke, Eugenio Culurciello:
An Analysis of Deep Neural Network Models for Practical Applications. CoRR abs/1605.07678 (2016) - [i6]Adam Paszke, Abhishek Chaurasia, Sangpil Kim
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation. CoRR abs/1606.02147 (2016) - 2015
- [c68]Alfredo Canziani, Eugenio Culurciello:
Visual attention with deep neural networks. CISS 2015: 1-3 - [c67]Jonghoon Jin, Aysegul Dundar, Eugenio Culurciello:
Flattened Convolutional Neural Networks for Feedforward Acceleration. ICLR (Workshop) 2015 - [i5]Andre Xian Ming Chang, Berin Martini, Eugenio Culurciello:
Recurrent Neural Networks Hardware Implementation on FPGA. CoRR abs/1511.05552 (2015) - [i4]Aysegul Dundar, Jonghoon Jin, Eugenio Culurciello:
Convolutional Clustering for Unsupervised Learning. CoRR abs/1511.06241 (2015) - [i3]Jonghoon Jin, Aysegul Dundar, Eugenio Culurciello:
Robust Convolutional Neural Networks under Adversarial Noise. CoRR abs/1511.06306 (2015) - 2014
- [c66]Vinayak Gokhale, Jonghoon Jin, Aysegul Dundar, Berin Martini, Eugenio Culurciello:
A 240 G-ops/s Mobile Coprocessor for Deep Neural Networks. CVPR Workshops 2014: 696-701 - [c65]Aysegul Dundar, Jonghoon Jin, Vinayak Gokhale, Berin Martini, Eugenio Culurciello:
Memory access optimized routing scheme for deep networks on a mobile coprocessor. HPEC 2014: 1-6 - [c64]Jonghoon Jin, Vinayak Gokhale, Aysegul Dundar, Bharadwaj Krishnamurthy, Berin Martini, Eugenio Culurciello:
An efficient implementation of deep convolutional neural networks on a mobile coprocessor. MWSCAS 2014: 133-136 - 2013
- [j17]Dongsoo Kim, Brian Goldstein, Wei Tang
Noise Analysis and Performance Comparison of Low Current Measurement Systems for Biomedical Applications. IEEE Trans. Biomed. Circuits Syst. 7(1): 52-62 (2013) - [j16]Wei Tang, Ahmad Osman, Dongsoo Kim, Brian Goldstein, Chenxi Huang, Berin Martini, Vincent A. Pieribone
Continuous Time Level Crossing Sampling ADC for Bio-Potential Recording Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 60-I(6): 1407-1418 (2013) - [c63]Jonghoon Jin, Aysegul Dundar, Jordan Bates, Clément Farabet, Eugenio Culurciello:
Tracking with deep neural networks. CISS 2013: 1-5 - [c62]Sudarshan Ramenahalli, Daniel R. Mendat, Salvador Dura-Bernal
Audio-visual saliency map: Overview, basic models and hardware implementation. CISS 2013: 1-6 - [c61]Aysegul Dundar, Jonghoon Jin, Eugenio Culurciello:
Visual Tracking with Similarity Matching Ratio. VISAPP (2) 2013: 280-285 - [c60]Eugenio Culurciello, Jordan Bates, Aysegul Dundar, José Antonio Pérez-Carrasco, Clément Farabet:
Clustering Learning for Robotic Vision. ICLR (Workshop Poster) 2013 - [i2]Eugenio Culurciello, Jonghoon Jin, Aysegul Dundar, Jordan Bates:
An Analysis of the Connections Between Layers of Deep Neural Networks. CoRR abs/1306.0152 (2013) - 2012
- [j15]Shoushun Chen, Polina Akselrod, Bo Zhao, José Antonio Pérez-Carrasco
Efficient Feedforward Categorization of Objects and Human Postures with Address-Event Image Sensors. IEEE Trans. Pattern Anal. Mach. Intell. 34(2): 302-314 (2012) - [j14]Brian Goldstein, Dongsoo Kim, Jian Xu, T. Kyle Vanderlick, Eugenio Culurciello:
CMOS Low Current Measurement System for Biomedical Applications. IEEE Trans. Biomed. Circuits Syst. 6(2): 111-119 (2012) - [j13]Ahmad Osman, Joon Hyuk Park, David Dickensheets, Jelena Platisa
Design Constraints for Mobile, High-Speed Fluorescence Brain Imaging in Awake Animals. IEEE Trans. Biomed. Circuits Syst. 6(5): 446-453 (2012) - [j12]Shoushun Chen, Wei Tang, Xiangyu Zhang, Eugenio Culurciello:
A 64 ˟ 64 Pixels UWB Wireless Temporal-Difference Digital Image Sensor. IEEE Trans. Very Large Scale Integr. Syst. 20(12): 2232-2240 (2012) - [c59]Juan A. Leñero-Bardallo
A tri-mode event-based vision sensor with an embedded wireless transmitter. ICECS 2012: 205-208 - [c58]Joon Hyuk Park, Jelena Platisa
A second-generation imaging system for freely moving animals. ISCAS 2012: 105-108 - [c57]Wei Tang
Live demonstration: A FSK-OOK ultra wideband impulse radio system with spontaneous clock and data recovery. ISCAS 2012: 696-700 - [c56]Phi-Hung Pham, Darko Jelaca, Clément Farabet, Berin Martini, Yann LeCun, Eugenio Culurciello:
NeuFlow: Dataflow vision processing system-on-a-chip. MWSCAS 2012: 1044-1047 - [i1]Aysegul Dundar, Jonghoon Jin, Eugenio Culurciello:
Visual Tracking with Similarity Matching Ratio. CoRR abs/1209.2696 (2012) - 2011
- [j11]Elliot Greenwald, Mohsen Mollazadeh, C. Hu, Wei Tang
A VLSI Neural Monitoring System With Ultra-Wideband Telemetry for Awake Behaving Subjects. IEEE Trans. Biomed. Circuits Syst. 5(2): 112-119 (2011) - [c55]Polina Akselrod, Faye Zhao, Ifigeneia Derekli, Clément Farabet, Berin Martini, Yann LeCun, Eugenio Culurciello:
Hardware accelerated visual attention algorithm. CISS 2011: 1-6 - [c54]Clément Farabet, Berin Martini, B. Corda, Polina Akselrod, Eugenio Culurciello
NeuFlow: A runtime reconfigurable dataflow processor for vision. CVPR Workshops 2011: 109-116 - [c53]Brian Goldstein, Dongsoo Kim, Angelo Rottigni, Jian Xu, T. Kyle Vanderlick, Eugenio Culurciello:
CMOS low current measurement system for biomedical applications. ISCAS 2011: 1017-1020 - [c52]Pamela Abshire, Amine Bermak
Confession session: Learning from others mistakes. ISCAS 2011: 1149-1162 - [c51]Wei Tang
A non-coherent FSK-OOK UWB impulse radio transmitter for clock-less synchronization. ISCAS 2011: 1295-1298 - 2010
- [c50]Clément Farabet, Berin Martini, Polina Akselrod, Selçuk Talay, Yann LeCun, Eugenio Culurciello:
Hardware accelerated convolutional neural networks for synthetic vision systems. ISCAS 2010: 257-260 - [c49]Wei Tang
4-Channel asynchronous bio-potential recording system. ISCAS 2010: 953-956 - [c48]Elliot Greenwald, Mohsen Mollazadeh, Nitish V. Thakor
A VLSI neural monitoring system with ultra-wideband telemetry for awake behaving subjects. ISCAS 2010: 1193-1196 - [c47]Shoushun Chen, Wei Tang
Live demonstration: A 64×64 pixels UWB wireless temporal-difference digital image sensor. ISCAS 2010: 1403 - [c46]Shoushun Chen, Wei Tang
A 64×64 pixels UWB wireless temporal-difference digital image sensor. ISCAS 2010: 1404-1407 - [c45]Pujitha Weerakoon, Fred J. Sigworth, Peter Kindlmann, Joseph Santos-Sacchi, Youshan Yang, Eugenio Culurciello:
An integrated patch-clamp system with dual Input. ISCAS 2010: 1523-1526 - [c44]Tobi Delbrück
Activity-driven, event-based vision sensors. ISCAS 2010: 2426-2429 - [c43]Dongsoo Kim, Eugenio Culurciello
A compact-pixel tri-mode vision sensor. ISCAS 2010: 2434-2437 - [c42]Dongsoo Kim, Wei Tang
Performance comparison of low current measurement systems for biomedical applications. ISCAS 2010: 3469-3472
2000 – 2009
- 2009
- [j10]Pujitha Weerakoon, Eugenio Culurciello, Kathryn G. Klemic, Fred J. Sigworth:
An Integrated Patch-Clamp Potentiostat With Electrode Compensation. IEEE Trans. Biomed. Circuits Syst. 3(2): 117-125 (2009) - [j9]Eugenio Culurciello
Guest Editorial. IEEE Trans. Biomed. Circuits Syst. 3(5): 257-258 (2009) - [j8]Wei Tang
A Low-Power High-Speed Ultra-Wideband Pulse Radio Transmission System. IEEE Trans. Biomed. Circuits Syst. 3(5): 286-292 (2009) - [c41]Wei Tang
A Pulse-based Amplifier and Data Converter for Bio-potentials. ISCAS 2009: 337-340 - [c40]Shoushun Chen, Berin Martini, Eugenio Culurciello:
A Bio-inspired Event-based Size and Position Invariant Human Posture Recognition Algorithm. ISCAS 2009: 775-778 - [c39]Shoushun Chen, Berin Martini, Eugenio Culurciello:
Live Demonstration: A Bio-inspired Event-based Size and Position Invariant Human Posture Recognition Algorithm. ISCAS 2009: 779 - [c38]Wei Tang
A Low-power High-speed Ultra Wideband Pulse Radio System. ISCAS 2009: 1916 - [c37]Joon Hyuk Park, Vincent A. Pieribone
High-speed Fluorescence Imaging System for Freely Moving Animals. ISCAS 2009: 2429-2432 - 2008
- [j7]Zhengming Fu, Tobi Delbrück
An Address-Event Fall Detector for Assisted Living Applications. IEEE Trans. Biomed. Circuits Syst. 2(2): 88-96 (2008) - [c36]Zhengming Fu, Eugenio Culurciello, Patrick Lichtsteiner, Tobi Delbrück
Fall detection using an address-event temporal contrast vision sensor. ISCAS 2008: 424-427 - [c35]Zhengming Fu, Eugenio Culurciello:
A 1.2mW CMOS temporal-difference image sensor for sensor networks. ISCAS 2008: 1064-1067 - [c34]Joon Hyuk Park, Eugenio Culurciello:
Phototransistor image sensor in silicon on sapphire. ISCAS 2008: 1416-1419 - [c33]Pujitha Weerakoon, Eugenio Culurciello, Kate Klemic, Fred J. Sigworth:
An integrated patch-clamp amplifier for high-throughput planar patch-clamp systems. ISCAS 2008: 1808-1811 - [c32]Joon Hyuk Park, Eugenio Culurciello:
Back-illuminated ultraviolet image sensor in silicon-on-sapphire. ISCAS 2008: 1854-1857 - [c31]Wei Tang
A low-power silicon-on-sapphire tunable ultra-wideband transmitter. ISCAS 2008: 1974-1977 - 2007
- [j6]R. Jacob Vogelstein
A Multichip Neuromorphic System for Spike-Based Visual Information Processing. Neural Comput. 19(9): 2281-2300 (2007) - [c30]Eugenio Culurciello, Joon Hyuk Park, Andreas Savvides:
Address-Event Video Streaming over Wireless Sensor Networks. ISCAS 2007: 849-852 - [c29]Pujitha Weerakoon, Kate Klemic, Fred J. Sigworth, Eugenio Culurciello:
An Integrated Patch-Clamp Amplifier for High-Density Whole-Cell Recordings. ISCAS 2007: 1205-1208 - [c28]Tolga Kaya
A Silicon-on-Sapphire Low-Voltage Temperature Sensor for Energy Scavengers. ISCAS 2007: 2455-2458 - [c27]Eugenio Culurciello, Pujitha Weerakoon:
Vertically-Integrated Three-Dimensional SOI Photodetectors. ISCAS 2007: 2498-2501 - [c26]Chun-Chen Yeh, Eugenio Culurciello:
Nonvolatile Flash Memories in Silicon-on-sapphire CMOS. ISCAS 2007: 2782-2785 - [c25]Zhengming Fu, Eugenio Culurciello:
A 3D Integrated Feature-Extracting Image Sensor. ISCAS 2007: 3964-3967 - 2006
- [j5]Eugenio Culurciello, Andreas G. Andreou
An 8-bit 800- μħbox W 1.23-MS/s Successive Approximation ADC in SOI CMOS. IEEE Trans. Circuits Syst. II Express Briefs 53-II(9): 858-861 (2006) - [j4]Farah Laiwalla, Kathryn G. Klemic, Fred J. Sigworth, Eugenio Culurciello
An Integrated Patch-Clamp Amplifier in Silicon-on-Sapphire CMOS. IEEE Trans. Circuits Syst. I Regul. Pap. 53-I(11): 2364-2370 (2006) - [j3]Eugenio Culurciello
Capacitive Inter-Chip Data and Power Transfer for 3-D VLSI. IEEE Trans. Circuits Syst. II Express Briefs 53-II(12): 1348-1352 (2006) - [c24]Thiago Teixeira, Eugenio Culurciello, Joon Hyuk Park, Dimitrios Lymberopoulos, Andrew Barton-Sweeney, Andreas Savvides:
Address-event imagers for sensor networks: evaluation and modeling. IPSN 2006: 458-466 - [c23]Eugenio Culurciello, Andreas G. Andreou:
3D integrated sensors in silicon-on-sapphire CMOS. ISCAS 2006 - [c22]Eugenio Culurciello, Philippe O. Pouliquen, Andreas G. Andreou:
Digital phase-shift modulation for an isolation buffer in silicon-on-sapphire CMOS. ISCAS 2006 - [c21]Eugenio Culurciello, Andreas Savvides:
Address-event image sensor network. ISCAS 2006 - [c20]Zhengming Fu, Eugenio Culurciello:
An ultra-low power silicon-on-sapphire ADC for energy-scavenging sensors. ISCAS 2006 - [c19]Farah Laiwalla, Kate Klemic, Fred J. Sigworth, Eugenio Culurciello:
An integrated patch-clamp amplifier in silicon-on-sapphire CMOS. ISCAS 2006 - [c18]Miriam Adlerstein Marwick, Francisco Tejada, Philippe O. Pouliquen, Eugenio Culurciello, Kim Strohbehn, Andreas G. Andreou:
Dark current and noise of 100nm thick silicon on sapphire CMOS lateral PIN photodiodes. ISCAS 2006 - [c17]Thiago Teixeira, Eugenio Culurciello, Andreas G. Andreou:
An Address-Event Image Sensor Network. ISCAS 2006: 4467-4470 - 2005
- [c16]Eugenio Culurciello, Philippe O. Pouliquen, Andreas G. Andreou
A monolithic isolation amplifier in silicon-on-insulator CMOS. ISCAS (1) 2005: 137-140 - [c15]Eugenio Culurciello, Thiago Teixeira, Andreas G. Andreou
Event-based imaging with active illumination in sensor networks. ISCAS (1) 2005: 644-647 - [c14]Udayan Mallik
A real-time spike-domain sensory information processing system [image processing applications]. ISCAS (3) 2005: 1919-1922 - [c13]Eugenio Culurciello, Andreas G. Andreou
Capacitive coupling of data and power for 3D silicon-on-insulator VLSI. ISCAS (4) 2005: 4142-4145 - [c12]Andrew Barton-Sweeney, Dimitrios Lymberopoulos, Eugenio Culurciello, Andreas Savvides:
Online camera calibration and node localization in sensor networks. SenSys 2005: 300 - 2004
- [c11]R. Jacob Vogelstein, Udayan Mallik
Spatial acuity modulation of an address-event imager. ICECS 2004: 207-210 - [c10]Eugenio Culurciello, Andreas G. Andreou:
A 16 × 16 pixel silicon on sapphire CMOS photosensor array with a digital interface for adaptive wavefront correction. ISCAS (5) 2004: 604-607 - [c9]Eugenio Culurciello, Ralph Etienne-Cummings:
Second generation of high dynamic range, arbitrated digital imager. ISCAS (4) 2004: 828-831 - [c8]Eugenio Culurciello, Andreas G. Andreou:
ALOHA CMOS imager. ISCAS (4) 2004: 956-959 - [c7]R. Jacob Vogelstein, Udayan Mallik, Eugenio Culurciello, Gert Cauwenberghs, Ralph Etienne-Cummings:
Saliency-Driven Image Acuity Modulation on a Reconfigurable Array of Spiking Silicon Neurons. NIPS 2004: 1457-1464 - 2003
- [j2]Eugenio Culurciello, Ralph Etienne-Cummings, Kwabena A. Boahen:
A biomorphic digital image sensor. IEEE J. Solid State Circuits 38(2): 281-294 (2003) - [j1]Eugenio Culurciello, Andreas G. Andreou
A comparative study of access topologies for chip-level address-event communication channels. IEEE Trans. Neural Networks 14(5): 1266-1277 (2003) - [c6]Eugenio Culurciello, Andreas G. Andreou:
An 8-bit, 1mW successive approximation ADC in SOI CMOS. ISCAS (1) 2003: 301-304 - [c5]Alyssa B. Apsel, Eugenio Culurciello, Andreas G. Andreou, K. Aliberti:
Thin film PIN photodiodes for optoelectronic silicon on sapphire CMOS. ISCAS (4) 2003: 908-911 - 2002
- [c4]Eugenio Culurciello, Andreas G. Andreou, Philippe O. Pouliquen:
Modeling hot-electrons effects in silicon-on-sapphire MOSFETs. ISCAS (1) 2002: 569-572 - 2001
- [c3]Andreas G. Andreou, David H. Goldberg, Eugenio Culurciello, Milutin Stanacevic, Gert Cauwenberghs
Heterogeneous integration of biomimetic acoustic microsystems. ISCAS (3) 2001: 189-192 - [c2]Eugenio Culurciello, Ralph Etienne-Cummings, Kwabena Boahen:
High dynamic range, arbitrated address event representation digital imager. ISCAS (3) 2001: 505-508 - 2000
- [c1]Derrick J. Parkhurst, Eugenio Culurciello, Ernst Niebur:
Evaluating variable resolution displays with visual search: task performance and eye movements. ETRA 2000: 105-109
Coauthor Index
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