Alexander Andreopoulos

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 13

Top Topics

Gesture Recognition

Computer Vision

Illumination Invariant

Visual Saliency

Top Venues

Publications

Andrew S. Cassidy, John V. Arthur, Filipp Akopyan, Alexander Andreopoulos, Rathinakumar Appuswamy, Pallab Datta, Michael V. DeBole, Steven K. Esser, Carlos Ortega Otero, Jun Sawada, Brian Taba, Arnon Amir, Deepika Bablani, Peter J. Carlson, Myron D. Flickner, Rajamohan Gandhasri, Guillaume Garreau, Megumi Ito, Jennifer L. Klamo, Jeffrey A. Kusnitz, Nathaniel J. McClatchey, Jeffrey L. McKinstry, Yutaka Y. Nakamura, Tapan K. Nayak, William P. Risk, Kai Schleupen, Ben Shaw, Jay Sivagnaname, Daniel F. Smith, Ignacio Terrizzano, Takanori Ueda, Dharmendra S. Modha
11.4 IBM NorthPole: An Architecture for Neural Network Inference with a 12nm Chip. ISSCC (2024)
Dharmendra S. Modha, Filipp Akopyan, Alexander Andreopoulos, Rathinakumar Appuswamy, John V. Arthur, Andrew S. Cassidy, Pallab Datta, Michael V. DeBole, Steven K. Esser, Carlos Ortega Otero, Jun Sawada, Brian Taba, Arnon Amir, Deepika Bablani, Peter J. Carlson, Myron D. Flickner, Rajamohan Gandhasri, Guillaume Garreau, Megumi Ito, Jennifer L. Klamo, Jeffrey A. Kusnitz, Nathaniel J. McClatchey, Jeffrey L. McKinstry, Yutaka Y. Nakamura, Tapan K. Nayak, William P. Risk, Kai Schleupen, Ben Shaw, Jay Sivagnaname, Daniel F. Smith, Ignacio Terrizzano, Takanori Ueda
IBM NorthPole Neural Inference Machine. HCS (2023)
John K. Tsotsos, Iuliia Kotseruba, Alexander Andreopoulos, Yulong Wu
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision. CoRR (2019)
Michael V. DeBole, Brian Taba, Arnon Amir, Filipp Akopyan, Alexander Andreopoulos, William P. Risk, Jeff Kusnitz, Carlos Ortega Otero, Tapan K. Nayak, Rathinakumar Appuswamy, Peter J. Carlson, Andrew S. Cassidy, Pallab Datta, Steven K. Esser, Guillaume Garreau, Kevin L. Holland, Scott Lekuch, Michael Mastro, Jeffrey L. McKinstry, Carmelo di Nolfo, Brent Paulovicks, Jun Sawada, Kai Schleupen, Benjamin Shaw, Jennifer L. Klamo, Myron D. Flickner, John V. Arthur, Dharmendra S. Modha
TrueNorth: Accelerating From Zero to 64 Million Neurons in 10 Years. Computer 52 (5) (2019)
John K. Tsotsos, Iuliia Kotseruba, Alexander Andreopoulos, Yulong Wu
Why Does Data-Driven Beat Theory-Driven Computer Vision? ICCV Workshops (2019)
Alexander Andreopoulos, Hirak J. Kashyap, Tapan K. Nayak, Arnon Amir, Myron D. Flickner
A Low Power, High Throughput, Fully Event-Based Stereo System. CVPR (2018)
Wei-Yu Tsai, Davis R. Barch, Andrew S. Cassidy, Michael V. DeBole, Alexander Andreopoulos, Bryan L. Jackson, Myron D. Flickner, John V. Arthur, Dharmendra S. Modha, John Sampson, Vijaykrishnan Narayanan
Always-On Speech Recognition Using TrueNorth, a Reconfigurable, Neurosynaptic Processor. IEEE Trans. Computers 66 (6) (2017)
Arnon Amir, Brian Taba, David J. Berg, Timothy Melano, Jeffrey L. McKinstry, Carmelo di Nolfo, Tapan K. Nayak, Alexander Andreopoulos, Guillaume Garreau, Marcela Mendoza, Jeff Kusnitz, Michael DeBole, Steven K. Esser, Tobi Delbrück, Myron Flickner, Dharmendra S. Modha
A Low Power, Fully Event-Based Gesture Recognition System. CVPR (2017)
Steven K. Esser, Paul A. Merolla, John V. Arthur, Andrew S. Cassidy, Rathinakumar Appuswamy, Alexander Andreopoulos, David J. Berg, Jeffrey L. McKinstry, Timothy Melano, Davis R. Barch, Carmelo di Nolfo, Pallab Datta, Arnon Amir, Brian Taba, Myron D. Flickner, Dharmendra S. Modha
Convolutional Networks for Fast, Energy-Efficient Neuromorphic Computing. CoRR (2016)
Wei-Yu Tsai, Davis R. Barch, Andrew S. Cassidy, Michael V. DeBole, Alexander Andreopoulos, Bryan L. Jackson, Myron D. Flickner, Dharmendra S. Modha, Jack Sampson, Vijaykrishnan Narayanan
LATTE: Low-power Audio Transform with TrueNorth Ecosystem. IJCNN (2016)
Steven K. Esser, Paul A. Merolla, John V. Arthur, Andrew S. Cassidy, Rathinakumar Appuswamy, Alexander Andreopoulos, David J. Berg, Jeffrey L. McKinstry, Timothy Melano, Davis R. Barch, Carmelo di Nolfo, Pallab Datta, Arnon Amir, Brian Taba, Myron D. Flickner, Dharmendra S. Modha
Convolutional networks for fast, energy-efficient neuromorphic computing. Proc. Natl. Acad. Sci. USA 113 (41) (2016)
Jun Sawada, Filipp Akopyan, Andrew S. Cassidy, Brian Taba, Michael V. DeBole, Pallab Datta, Rodrigo Alvarez-Icaza, Arnon Amir, John V. Arthur, Alexander Andreopoulos, Rathinakumar Appuswamy, Heinz Baier, Davis Barch, David J. Berg, Carmelo di Nolfo, Steven K. Esser, Myron Flickner, Thomas A. Horvath, Bryan L. Jackson, Jeff Kusnitz, Scott Lekuch, Michael Mastro, Timothy Melano, Paul A. Merolla, Steven E. Millman, Tapan K. Nayak, Norm Pass, Hartmut E. Penner, William P. Risk, Kai Schleupen, Benjamin Shaw, Hayley Wu, Brian Giera, Adam T. Moody, T. Nathan Mundhenk, Brian Van Essen, Eric X. Wang, David P. Widemann, Qing Wu, William E. Murphy, Jamie K. Infantolino, James A. Ross, Dale R. Shires, Manuel M. Vindiola, Raju Namburu, Dharmendra S. Modha
Truenorth ecosystem for brain-inspired computing: scalable systems, software, and applications. SC (2016)
Alexander Andreopoulos, Rodrigo Alvarez-Icaza, Andrew S. Cassidy, Myron D. Flickner
A low-power neurosynaptic implementation of Local Binary Patterns for texture analysis. IJCNN (2016)
Alexander Andreopoulos, Brian Taba, Andrew S. Cassidy, Rodrigo Alvarez-Icaza, Myron Flickner, William P. Risk, Arnon Amir, Paul Merolla, John V. Arthur, David J. Berg, Jeffrey A. Kusnitz, Pallab Datta, Steven K. Esser, Rathinakumar Appuswamy, Davis Barch, Dharmendra S. Modha
Visual saliency on networks of neurosynaptic cores. IBM J. Res. Dev. 59 (2/3) (2015)
Andrew S. Cassidy, Rodrigo Alvarez-Icaza, Filipp Akopyan, Jun Sawada, John V. Arthur, Paul Merolla, Pallab Datta, Marc González Tallada, Brian Taba, Alexander Andreopoulos, Arnon Amir, Steven K. Esser, Jeff Kusnitz, Rathinakumar Appuswamy, Chuck Haymes, Bernard Brezzo, Roger Moussalli, Ralph Bellofatto, Christian W. Baks, Michael Mastro, Kai Schleupen, Charles E. Cox, Ken Inoue, Steven E. Millman, Nabil Imam, Emmett McQuinn, Yutaka Y. Nakamura, Ivan Vo, Chen Guok, Don Nguyen, Scott Lekuch, Sameh W. Asaad, Daniel J. Friedman, Bryan L. Jackson, Myron Flickner, William P. Risk, Rajit Manohar, Dharmendra S. Modha
Real-Time Scalable Cortical Computing at 46 Giga-Synaptic OPS/Watt with ~100× Speedup in Time-to-Solution and ~100, 000× Reduction in Energy-to-Solution. SC (2014)
Arnon Amir, Pallab Datta, William P. Risk, Andrew S. Cassidy, Jeffrey A. Kusnitz, Steven K. Esser, Alexander Andreopoulos, Theodore M. Wong, Myron Flickner, Rodrigo Alvarez-Icaza, Emmett McQuinn, Benjamin Shaw, Norm Pass, Dharmendra S. Modha
Cognitive computing programming paradigm: A Corelet Language for composing networks of neurosynaptic cores. IJCNN (2013)
Alexander Andreopoulos, John K. Tsotsos
A Computational Learning Theory of Active Object Recognition Under Uncertainty. Int. J. Comput. Vis. 101 (1) (2013)
Steven K. Esser, Alexander Andreopoulos, Rathinakumar Appuswamy, Pallab Datta, Davis Barch, Arnon Amir, John V. Arthur, Andrew Cassidy, Myron Flickner, Paul Merolla, Shyamal Chandra, Nicola Basilico, Stefano Carpin, Tom Zimmerman, Frank Zee, Rodrigo Alvarez-Icaza, Jeffrey A. Kusnitz, Theodore M. Wong, William P. Risk, Emmett McQuinn, Tapan K. Nayak, Raghavendra Singh, Dharmendra S. Modha
Cognitive computing systems: Algorithms and applications for networks of neurosynaptic cores. IJCNN (2013)
Alexander Andreopoulos, John K. Tsotsos
50 Years of object recognition: Directions forward. Comput. Vis. Image Underst. 117 (8) (2013)
Alexander Andreopoulos, John K. Tsotsos
On Sensor Bias in Experimental Methods for Comparing Interest-Point, Saliency, and Recognition Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 34 (1) (2012)
Alexander Andreopoulos, Stephan Hasler, Heiko Wersing, Herbert Janssen, John K. Tsotsos, Edgar Körner
Active 3D Object Localization Using a Humanoid Robot. IEEE Trans. Robotics 27 (1) (2011)
Alexander Andreopoulos, John K. Tsotsos
A theory of active object localization. ICCV (2009)
Alexander Andreopoulos, John K. Tsotsos
Efficient and generalizable statistical models of shape and appearance for analysis of cardiac MRI. Medical Image Anal. 12 (3) (2008)
Alexander Andreopoulos, John K. Tsotsos
Active Vision for Door Localization and Door Opening using Playbot: A Computer Controlled Wheelchair for People with Mobility Impairments. CRV (2008)
Alexander Andreopoulos, Bill Andreopoulos, Aijun An, Xiaogang Wang
Translation and Rotation Invariant Mining of Frequent Trajectories: Application to Protein Unfolding Pathways. PAKDD Workshops (2007)
Alexander Andreopoulos, John K. Tsotsos
Information Fusion for Multi-camera and Multi-body Structure and Motion. ACCV (1) (2007)
Alexander Andreopoulos, John K. Tsotsos
A Novel Algorithm for Fitting 3-D Active Appearance Models: Applications to Cardiac MRI Segmentation. SCIA (2005)
Alexander Andreopoulos, John K. Tsotsos
Resampling 4-D Images Using Adaptive Filtering. CRV (2005)