EC
Eugenio Culurciello
cs.CVcs.LGcs.AIcs.ARcs.CLcs.NEaddress-event-representationAlgorithmsAmplifiers, ElectronicAnalog to digital conversion (ADC)
On Valency
published · living versionsW_u2dfs7sd·v1 · currentpublished
An Analysis of Deep Neural Network Models for Practical Applications
with Alfredo Canziani, Adam Paszke
1 version
Preprints & journals
35 papers in the corpus · 2003–2024The Evolution of Multimodal Model Architectures2405.17927v1 · Shakti N. Wadekar, Abhishek Chaurasia, Aman Chadha et al.2024 · 4 citationsarXiv
OneCAD: One Classifier for All image Datasets using multimodal learning2305.07167v1 · Shakti N. Wadekar, Eugenio Culurciello2023 · 0 citationsarXiv
Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array2205.13675v1 · Andre Xian Ming Chang, Parth Khopkar, Bashar Romanous et al.2022 · 6 citationsarXiv
Continual Reinforcement Learning in 3D Non-stationary Environments1905.10112v2 · Vincenzo Lomonaco, Karan Desai, Eugenio Culurciello et al.2019 · 39 citationsarXiv
Analyzing complex single-molecule emission patterns with deep learning.30377349 · Zhang, Peiyi, Liu, Sheng, Chaurasia, Abhishek et al.2019 · 100 citationsNature methods. 2018;15(11):913-916
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition1805.07526v2 · Kuan Han, Haiguang Wen, Yizhen Zhang et al.2018 · 46 citationsarXiv
Deep Predictive Coding Network for Object Recognition1802.04762v2 · Haiguang Wen, Kuan Han, Junxing Shi et al.2018 · 62 citationsarXiv
Snowflake: A Model Agnostic Accelerator for Deep Convolutional Neural Networks1708.02579v1 · Vinayak Gokhale, Aliasger Zaidy, Andre Xian Ming Chang et al.2017 · 13 citationsarXiv
Compiling Deep Learning Models for Custom Hardware Accelerators1708.00117v2 · Andre Xian Ming Chang, Aliasger Zaidy, Vinayak Gokhale et al.2017 · 8 citationsarXiv
CortexNet: a Generic Network Family for Robust Visual Temporal Representations1706.02735v2 · Alfredo Canziani, Eugenio Culurciello2017 · 17 citationsarXiv
Spatially Compact Neural Clusters in the Dorsal Striatum Encode Locomotion Relevant Information.27667003 · Barbera, Giovanni, Liang, Bo, Zhang, Lifeng et al.2017 · 347 citationsNeuron. 2016;92(1):202-213
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation1606.02147v1 · Adam Paszke, Abhishek Chaurasia, Sangpil Kim et al.2016 · 1,826 citationsarXiv
An Analysis of Deep Neural Network Models for Practical Applications1605.07678v4 · Alfredo Canziani, Adam Paszke, Eugenio Culurciello2016 · 969 citationsarXivon Valency
Embedded Streaming Deep Neural Networks Accelerator With Applications.27071200 · Dundar, Aysegul, Jin, Jonghoon, Martini, Berin et al.2018 · 120 citationsIEEE transactions on neural networks and learning systems. 2017;28(7):1572-1583
Convolutional Clustering for Unsupervised Learning1511.06241v2 · Aysegul Dundar, Jonghoon Jin, Eugenio Culurciello2015 · 70 citationsarXiv
Robust Convolutional Neural Networks under Adversarial Noise1511.06306v2 · Jonghoon Jin, Aysegul Dundar, Eugenio Culurciello2015 · 64 citationsarXiv
Recurrent Neural Networks Hardware Implementation on FPGA1511.05552v4 · Andre Xian Ming Chang, Berin Martini, Eugenio Culurciello2015 · 123 citationsarXiv
Flattened Convolutional Neural Networks for Feedforward Acceleration1412.5474v4 · Jonghoon Jin, Aysegul Dundar, Eugenio Culurciello2014 · 214 citationsarXiv
An Analysis of the Connections Between Layers of Deep Neural Networks1306.0152v1 · Eugenio Culurciello, Jonghoon Jin, Aysegul Dundar et al.2013 · 10 citationsarXiv
Continuous Time Level Crossing Sampling ADC for Bio-Potential Recording Systems.24163640 · Tang, Wei, Osman, Ahmad, Kim, Dongsoo et al.2024 · 98 citationsIEEE transactions on circuits and systems. I, Regular papers : a publication of the IEEE Circuits and Systems Society. 2013;60(6):1407-1418
Noise analysis and performance comparison of low current measurement systems for biomedical applications.23853279 · Dongsoo Kim, Goldstein, B, Wei Tang et al.2014 · 104 citationsIEEE transactions on biomedical circuits and systems. 2013;7(1):52-62
Clustering Learning for Robotic Vision1301.2820v3 · Eugenio Culurciello, Jordan Bates, Aysegul Dundar et al.2013 · 4 citationsarXiv
Design constraints for mobile, high-speed fluorescence brain imaging in awake animals.23853231 · Osman, Ahmad, Park, Joon Hyuk, Dickensheets, David et al.2014 · 9 citationsIEEE transactions on biomedical circuits and systems. 2012;6(5):446-53
Visual Tracking with Similarity Matching Ratio1209.2696v1 · Aysegul Dundar, Jonghoon Jin, Eugenio Culurciello2012 · 6 citationsarXiv
Comparison between Frame-Constrained Fix-Pixel-Value and Frame-Free Spiking-Dynamic-Pixel ConvNets for Visual Processing.22518097 · Farabet, Clément, Paz, Rafael, Pérez-Carrasco, Jose et al.2012 · 72 citationsFrontiers in neuroscience. 2012;6:32
CMOS low current measurement system for biomedical applications.23852976 · Goldstein, Brian, Kim, Dongsoo, Xu, Jian et al.2014 · 78 citationsIEEE transactions on biomedical circuits and systems. 2012;6(2):111-9
Efficient feedforward categorization of objects and human postures with address-event image sensors.21670481 · Chen, Shoushun, Akselrod, Polina, Zhao, Bo et al.2012 · 54 citationsIEEE transactions on pattern analysis and machine intelligence. 2012;34(2):302-14
Head-mountable high speed camera for optical neural recording.21763348 · Park, Joon Hyuk, Platisa, Jelena, Verhagen, Justus V et al.2012 · 37 citationsJournal of neuroscience methods. 2011;201(2):290-5
A VLSI Neural Monitoring System With Ultra-Wideband Telemetry for Awake Behaving Subjects.23851199 · Greenwald, E, Mollazadeh, M, Hu, C et al.2013 · 48 citationsIEEE transactions on biomedical circuits and systems. 2011;5(2):112-9
Patch-clamp amplifiers on a chip.20637803 · Weerakoon, Pujitha, Culurciello, Eugenio, Yang, Youshan et al.2011 · 29 citationsJournal of neuroscience methods. 2010;192(2):187-92
A low-power high-speed ultra-wideband pulse radio transmission system.23853267 · Wei Tang, Culurciello, E2013 · 21 citationsIEEE transactions on biomedical circuits and systems. 2009;3(5):286-92
An integrated patch-clamp potentiostat with electrode compensation.23853203 · Weerakoon, P, Culurciello, E, Klemic, K G et al.2013 · 58 citationsIEEE transactions on biomedical circuits and systems. 2009;3(2):117-25
An address-event fall detector for assisted living applications.23852755 · Zhengming Fu, Delbruck, T, Lichtsteiner, P et al.2013 · 72 citationsIEEE transactions on biomedical circuits and systems. 2008;2(2):88-96
A multichip neuromorphic system for spike-based visual information processing.17650061 · Vogelstein, R Jacob, Mallik, Udayan, Culurciello, Eugenio et al.2007 · 76 citationsNeural computation. 2007;19(9):2281-300
A comparative study of access topologies for chip-level address-event communication channels.18244576 · Culurciello, E, Andreou, A G2012 · 31 citationsIEEE transactions on neural networks. 2003;14(5):1266-77
Career total: 174 works. 35 are in this corpus.
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