Flexpoint: An adaptive numerical format for efficient training of deep neural networks U Köster, T Webb, X Wang, M Nassar, AK Bansal, W Constable, O Elibol, ... Advances in neural information processing systems 30, 2017 | 343 | 2017 |
Intel nGraph: An Intermediate Representation, Compiler, and Executor for Deep Learning S Cyphers, AK Bansal, A Bhiwandiwalla, J Bobba, M Brookhart, ... arXiv preprint arXiv:1801.08058, 2018 | 172 | 2018 |
Cortical attractor network dynamics with diluted connectivity ET Rolls, TJ Webb Brain Research 1434, 212-225, 2012 | 33 | 2012 |
Finding and recognizing objects in natural scenes: complementary computations in the dorsal and ventral visual systems ET Rolls, TJ Webb Frontiers in computational neuroscience 8, 85, 2014 | 30 | 2014 |
Communication before coherence ET Rolls, TJ Webb, G Deco European Journal of Neuroscience 36 (5), 2689-2709, 2012 | 30 | 2012 |
Noise in attractor networks in the brain produced by graded firing rate representations TJ Webb, ET Rolls, G Deco, J Feng PLoS One 6 (9), e23630, 2011 | 26 | 2011 |
Methods and arrangements to quantize a neural network with machine learning S Majumdar, R Banner, M Nassar, L Storfer, A Agbaria, E Tumer, T Webb, ... US Patent 11,216,719, 2022 | 24 | 2022 |
Flexpoint: Predictive Numerics for Deep Learning V Popescu, M Nassar, X Wang, E Tumer, T Webb 2018 IEEE 25th Symposium on Computer Arithmetic (ARITH), 1-4, 2018 | 23 | 2018 |
Framework for optimization of machine learning architectures A Sarah, D Cummings, JP Munoz, T Webb US Patent App. 17/505,568, 2022 | 18 | 2022 |
Deformation-specific and deformation-invariant visual object recognition: pose vs. identity recognition of people and deforming objects TJ Webb, E Rolls Frontiers in computational neuroscience 8, 37, 2014 | 10 | 2014 |
Intel nGraph: An Intermediate Representation, Compiler, and Executor for Deep Learning. CoRR abs/1801.08058 (2018) S Cyphers, AK Bansal, A Bhiwandiwalla, J Bobba, M Brookhart, ... arXiv preprint arXiv:1801.08058, 2018 | 8 | 2018 |
A hardware-aware system for accelerating deep neural network optimization A Sarah, D Cummings, SN Sridhar, S Sundaresan, M Szankin, T Webb, ... arXiv preprint arXiv:2202.12954, 2022 | 2 | 2022 |
Biologically plausible attractor networks TJ Webb University of Warwick, 2013 | | 2013 |
Visualizing Irish Banter T Webb, I Dickinson | | 2009 |