-
1
-
-
84989912892
-
Computational principles of synaptic memory consolidation
-
October
-
Benna, Marcus K. and Fusi, Stefano. Computational principles of synaptic memory consolidation. Nat Neurosci, advance online publication, October 2016. ISSN 1097-6256. doi:10.1038/nn.4401.
-
(2016)
Nat Neurosci, Advance Online Publication
-
-
Benna, M.K.1
Fusi, S.2
-
2
-
-
34447547289
-
Neural networks for continuous online learning and control
-
November
-
Choy, Min Chee, Srinivasan, Dipti, and Cheu, Ruey Long. Neural networks for continuous online learning and control. IEEE Trans Neural Netw, 17(6): 1511-1531, November 2006. ISSN 1045-9227. doi:10.1109/TNN.2006.881710.
-
(2006)
IEEE Trans Neural Netw
, vol.17
, Issue.6
, pp. 1511-1531
-
-
Choy, M.C.1
Srinivasan, D.2
Cheu, R.L.3
-
3
-
-
84919881041
-
Decaf: A deep convolutional activation feature for generic visual recognition
-
Donahue, Jeff, Jia, Yangqing, Vinyals, Oriol, Hoffman, Judy, Zhang, Ning, Tzeng, Eric, and Darrell, Trevor. Decaf: A deep convolutional activation feature for generic visual recognition. In International Conference in Machine Learning (ICML), 2014.
-
(2014)
International Conference in Machine Learning (ICML)
-
-
Donahue, J.1
Jia, Y.2
Vinyals, O.3
Hoffman, J.4
Zhang, N.5
Tzeng, E.6
Darrell, T.7
-
4
-
-
27744522225
-
Neocognitron: A self-organizing neural network model for a mechanism of visual pattern recognition
-
Springer, Berlin, Heidelberg
-
Fukushima, Kunihiko and Miyake, Sci. Neocognitron: A Self-Organizing Neural Network Model for a Mechanism of Visual Pattern Recognition. In Competition and Cooperation in Neural Nets, pp. 267-285. Springer, Berlin, Heidelberg, 1982. doi:10.1007/978-3-642-46466-9.18.
-
(1982)
Competition and Cooperation in Neural Nets
, pp. 267-285
-
-
Fukushima, K.1
Miyake, S.2
-
5
-
-
13844266723
-
Cascade models of synaptically stored memories
-
February
-
Fusi, Stefano, Drew, Patrick J., and Abbott, Larry F. Cascade models of synaptically stored memories. Neuron, 45(4): 599-611, February 2005. ISSN 0896-6273. doi:10.1016/j.neuron.2005.02.001.
-
(2005)
Neuron
, vol.45
, Issue.4
, pp. 599-611
-
-
Fusi, S.1
Drew, P.J.2
Abbott, L.F.3
-
6
-
-
84908477926
-
-
arXiv.1312.6211 [cs, stat], December
-
Goodfellow, Ian J., Mirza, Mehdi, Xiao, Da, Courville, Aaron, and Bengio, Yoshua. An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks. arXiv.1312.6211 [cs, stat], December 2013. arXiv: 1312.6211.
-
(2013)
An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks
-
-
Goodfellow, I.J.1
Mirza, M.2
Xiao, D.3
Courville, A.4
Bengio, Y.5
-
8
-
-
85028069885
-
-
arXiv:1607.00122 [cs], July
-
Jung, Heechul, Ju, Jeongwoo, Jung, Minju, and Kim, Junmo. Less-forgetting Learning in Deep Neural Networks. arXiv:1607.00122 [cs], July 2016. arXiv: 1607.00122.
-
(2016)
Less-forgetting Learning in Deep Neural Networks
-
-
Jung, H.1
Ju, J.2
Jung, M.3
Kim, J.4
-
10
-
-
85016395012
-
Overcoming catastrophic forgetting in neural networks
-
March 1091-6490
-
Kirkpatrick, James, Pascanu, Razvan, Rabinowitz, Neil, Veness, Joel, Desjardins, Guillaume, Rusu, Andrei A., Milan, Kieran, Quan, John, Ramalho, Tiago, Grabska-Barwinska, Agnieszka, Hassabis, Demis, Clopath, Claudia, Kumaran, Dharshan, and Hadsell, Raia. Overcoming catastrophic forgetting in neural networks. PNAS, pp. 201611835, March 2017. ISSN 0027-8424, 1091-6490. doi:10.1073/pnas.1611835114.
-
(2017)
PNAS
, pp. 201611835
-
-
Kirkpatrick, J.1
Pascanu, R.2
Rabinowitz, N.3
Veness, J.4
Desjardins, G.5
Rusu, A.A.6
Milan, K.7
Quan, J.8
Ramalho, T.9
Grabska-Barwinska, A.10
Hassabis, D.11
Clopath, C.12
Kumaran, D.13
Hadsell, R.14
-
12
-
-
84895741559
-
A memory frontier for complex synapses
-
Tahoe, USA Curran Associates, Inc
-
Lahiri, Subhaneil and Ganguli, Surya. A memory frontier for complex synapses. In Advances in Neural Information Processing Systems, Volume 26, pp. 1034-1042, Tahoe, USA, 2013. Curran Associates, Inc.
-
(2013)
Advances in Neural Information Processing Systems
, vol.26
, pp. 1034-1042
-
-
Lahiri, S.1
Ganguli, S.2
-
14
-
-
84930630277
-
Deep learning
-
May
-
LeCun, Yann, Bengio, Yoshua, and Hinton, Geoffrey. Deep learning. Nature, 521(7553): 436-444, May 2015. ISSN 0028-0836. doi:10.1038/nature14539.
-
(2015)
Nature
, vol.521
, Issue.7553
, pp. 436-444
-
-
LeCun, Y.1
Bengio, Y.2
Hinton, G.3
-
17
-
-
0037186140
-
State-dependent heterogeneity in synaptic depression between pyramidal cell pairs
-
February
-
Montgomery, Johanna M. and Madison, Daniel V. State-Dependent Heterogeneity in Synaptic Depression between Pyramidal Cell Pairs. Neuron, 33(5): 765-777, February 2002. ISSN 0896-6273. doi:10.1016/S0896-6273(02)00606-2.
-
(2002)
Neuron
, vol.33
, Issue.5
, pp. 765-777
-
-
Montgomery, J.M.1
Madison, D.V.2
-
19
-
-
84908537903
-
Cnn features off-the-shelf: An astounding baseline for recognition
-
Razavian, Ali Sharif, Azizpour, Hossein, Sullivan, Josephine, and Carlsson, Stefan. Cnn features off-the-shelf: an astounding baseline for recognition. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 806-813, 2014.
-
(2014)
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops
, pp. 806-813
-
-
Razavian, A.S.1
Azizpour, H.2
Sullivan, J.3
Carlsson, S.4
-
20
-
-
78650336345
-
Making memories last: The synaptic tagging and capture hypothesis
-
January
-
Redondo, Roger L. and Morris, Richard G. M. Making memories last: the synaptic tagging and capture hypothesis. Nat Rev Neurosci, 12(1): 17-30, January 2011. ISSN 1471-003X. doi:10.1038/nrn2963.
-
(2011)
Nat Rev Neurosci
, vol.12
, Issue.1
, pp. 17-30
-
-
Redondo, R.L.1
Morris, R.G.M.2
-
21
-
-
11144273669
-
The perceptron: A probabilistic model for information storage and organization in the brain
-
Rosenblatt, Frank. The perceptron: A probabilistic model for information storage and organization in the brain. Psychological review, 65(6): 386, 1958.
-
(1958)
Psychological Review
, vol.65
, Issue.6
, pp. 386
-
-
Rosenblatt, F.1
-
22
-
-
85016426881
-
-
arXiv: 1606.04671[cs], June
-
Rusu, Andrei A., Rabinowitz, Neil C, Desjardins, Guillaume, Soyer, Hubert, Kirkpatrick, James, Kavukcuoglu, Koray, Pascanu, Razvan, and Hadsell, Raia. Progressive Neural Networks. arXiv: 1606.04671[cs], June 2016. arXiv: 1606.04671.
-
(2016)
Progressive Neural Networks
-
-
Rusu, A.A.1
Rabinowitz, N.C.2
Desjardins, G.3
Soyer, H.4
Kirkpatrick, J.5
Kavukcuoglu, K.6
Pascanu, R.7
Hadsell, R.8
-
23
-
-
84898978862
-
Compete to compute
-
Burges, C. J. C, Bottou, L., Welling, M., Ghahramani, Z., and Weinberger, K. Q. (eds.) Curran Associates, Inc.
-
Srivastava, Rupesh K, Masci, Jonathan, Kazerounian, Sohrob, Gomez, Faustino, and Schmidhuber, Juergen. Compete to Compute. In Burges, C. J. C, Bottou, L., Welling, M., Ghahramani, Z., and Weinberger, K. Q. (eds.), Advances in Neural Information Processing Systems 26, pp. 2310-2318. Curran Associates, Inc., 2013.
-
(2013)
Advances in Neural Information Processing Systems
, vol.26
, pp. 2310-2318
-
-
Srivastava, R.K.1
Masci, J.2
Kazerounian, S.3
Gomez, F.4
Schmidhuber, J.5
-
24
-
-
84937508363
-
How transferable are features in deep neural networks?
-
Yosinski, Jason, Clune, Jeff, Bengio, Yoshua, and Lipson, Hod. How transferable are features in deep neural networks? In Advances in neural information processing systems, pp. 3320-3328, 2014.
-
(2014)
Advances in Neural Information Processing Systems
, pp. 3320-3328
-
-
Yosinski, J.1
Clune, J.2
Bengio, Y.3
Lipson, H.4
-
25
-
-
84928394194
-
Diverse synaptic plasticity mechanisms orchestrated to form and retrieve memories in spiking neural networks
-
April
-
Zenke, Friedemann, Agnes, Everton J., and Gerstner, Wulfram. Diverse synaptic plasticity mechanisms orchestrated to form and retrieve memories in spiking neural networks. Nat Commun, 6, April 2015. doi:10.1038/ncomms7922.
-
(2015)
Nat Commun
, vol.6
-
-
Zenke, F.1
Agnes, E.J.2
Gerstner, W.3
-
26
-
-
0038275938
-
Reversal and stabilization of synaptic modifications in a developing visual system
-
June
-
Zhou, Qiang, Tao, Huizhong W., and Poo, Mu-Ming. Reversal and Stabilization of Synaptic Modifications in a Developing Visual System. Science, 300(5627): 1953-1957, June 2003. doi:10.1126/science.1082212.
-
(2003)
Science
, vol.300
, Issue.5627
, pp. 1953-1957
-
-
Zhou, Q.1
Tao, H.W.2
Poo, M.-M.3
-
27
-
-
84921491822
-
Synaptic consolidation: From synapses to behavioral modeling
-
January 1529-2401
-
Ziegler, Lorric, Zenke, Friedemann, Kastner, David B., and Gerstner, Wulfram. Synaptic Consolidation: From Synapses to Behavioral Modeling. J Neurosci, 35(3): 1319-1334, January 2015. ISSN 0270-6474, 1529-2401. doi:10.1523/JNEUROSCI.3989-14.2015.
-
(2015)
J Neurosci
, vol.35
, Issue.3
, pp. 1319-1334
-
-
Ziegler, L.1
Zenke, F.2
Kastner, D.B.3
Gerstner, W.4
|