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Jeffrey L. McKinstry
Jeffrey L. McKinstry
IBM Research, Almaden
Email verificata su us.ibm.com
Titolo
Citata da
Citata da
Anno
Backpropagation for energy-efficient neuromorphic computing
SK Esser, R Appuswamy, P Merolla, JV Arthur, DS Modha
Advances in neural information processing systems 28, 2015
9362015
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
3582017
Learned step size quantization
SK Esser, JL McKinstry, D Bablani, R Appuswamy, DS Modha
arXiv preprint arXiv:1902.08153, 2019
2702019
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
992004
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
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
892019
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
752018
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
482016
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
352004
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
272011
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
272004
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
232009
Spontaneous emergence of fast attractor dynamics in a model of developing primary visual cortex
T Miconi, JL McKinstry, GM Edelman
Nature communications 7 (1), 1-10, 2016
212016
Spatiotemporal processing of whisker input supports texture discrimination by a brain-based device
AK Seth, JL McKinstry, GM Edelman, JL Krichmar
From animals to animats 8. Proc. of the 8th int. conf. on simulation of …, 2004
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
182013
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
172008
Convolutional networks for fast
SK Esser, PA Merolla, JV Arthur, AS Cassidy, R Appuswamy, ...
Energy-Efficient Neuromorphic Computing. CoRR, abs/1603.08270, 2016
132016
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
132013
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
112016
Visual binding, reentry, and neuronal synchrony in a physically situated brain-based device
AK Seth, JL McKinstry, GM Edelman, JL Krichmar
Lund University Cognitive Studies 101, 177-178, 2003
92003
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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