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Jeffrey L. McKinstry
Jeffrey L. McKinstry
IBM Research, Almaden
在 us.ibm.com 的电子邮件经过验证
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A low power, fully event-based gesture recognition system
A Amir, B Taba, D Berg, T Melano, J McKinstry, C Di Nolfo, T Nayak, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2017
8712017
Learned step size quantization
SK Esser, JL McKinstry, D Bablani, R Appuswamy, DS Modha
arXiv preprint arXiv:1902.08153, 2019
7672019
TrueNorth: Accelerating from zero to 64 million neurons in 10 years
MV DeBole, B Taba, A Amir, F Akopyan, A Andreopoulos, WP Risk, ...
Computer 52 (5), 20-29, 2019
2242019
Visual binding through reentrant connectivity and dynamic synchronization in a brain-based device
AK Seth, JL McKinstry, GM Edelman, JL Krichmar
Cerebral Cortex 14 (11), 1185-1199, 2004
1102004
Discovering low-precision networks close to full-precision networks for efficient embedded inference
JL McKinstry, SK Esser, R Appuswamy, D Bablani, JV Arthur, IB Yildiz, ...
arXiv preprint arXiv:1809.04191, 2018
1032018
A cerebellar model for predictive motor control tested in a brain-based device
JL McKinstry, GM Edelman, JL Krichmar
Proceedings of the National Academy of Sciences 103 (9), 3387-3392, 2006
922006
From the cover: Convolutional networks for fast, energy-efficient neuromorphic computing
SK Esser, PA Merolla, JV Arthur, AS Cassidy, R Appuswamy, ...
Proceedings of the National Academy of Sciences of the United States of …, 2016
682016
Texture discrimination by an autonomous mobile brain-based device with whiskers
AK Seth, JL McKinstry, GM Edelman, JL Krichmar
IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004
342004
Neural inference at the frontier of energy, space, and time
DS Modha, F Akopyan, A Andreopoulos, R Appuswamy, JV Arthur, ...
Science 382 (6668), 329-335, 2023
332023
Mobile brain-based device for use in a real world environment
AK Seth, JL McKinstry, GM Edelman, JL Krichmar
US Patent App. 12/421,859, 2011
302011
Active sensing of visual and tactile stimuli by brain-based devices
AK Seth, JL McKinstry, GM Edelman, JL Krichmar
International Journal of Robotics and Automation 19 (4), 222-238, 2004
292004
Discovering low-precision networks close to full-precision networks for efficient inference
JL McKinstry, SK Esser, R Appuswamy, D Bablani, JV Arthur, IB Yildiz, ...
2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive …, 2019
272019
Proceedings of the ieee conference on computer vision and pattern recognition
A Amir, B Taba, D Berg, T Melano, J McKinstry, C Di Nolfo
252017
Spontaneous emergence of fast attractor dynamics in a model of developing primary visual cortex
T Miconi, JL McKinstry, GM Edelman
Nature communications 7 (1), 13208, 2016
242016
Mobile brain-based device for use in a real world environment
AK Seth, JL McKinstry, GM Edelman, JL Krichmar
US Patent 7,519,452, 2009
242009
Embodied models of delayed neural responses: Spatiotemporal categorization and predictive motor control in brain based devices
JL McKinstry, AK Seth, GM Edelman, JL Krichmar
Neural networks 21 (4), 553-561, 2008
212008
Spatiotemporal Processing of Whisker Input Supports Texture Discrimination in a Brain-based Device
AK Seth, JL McKinstry, GM Edelman, JL Krichmar
212004
Versatile networks of simulated spiking neurons displaying winner-take-all behavior
Y Chen, JL McKinstry, GM Edelman
Frontiers in computational neuroscience 7, 16, 2013
172013
Temporal sequence learning in winner-take-all networks of spiking neurons demonstrated in a brain-based device
JL McKinstry, GM Edelman
Frontiers in neurorobotics 7, 10, 2013
152013
Structured convolution matrices for energy-efficient deep learning
R Appuswamy, T Nayak, J Arthur, S Esser, P Merolla, J Mckinstry, ...
arXiv preprint arXiv:1606.02407, 2016
142016
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