See also: Google Scholar


PUBLICATIONS

  K. Iigaya, S. Fusi
2013 Dynamical regimes in neural network models of matching behavior PDF
  Neural computation 25, 3093-3112 (2013)

  L.J. Drew, S. Fusi, R. Hen
2013 Adult neurogenesis in the mammalian hippocampus: Why the dentate gyrus? HTML
  Learning & Memory 20, 710-729 (2013)

  M. Rigotti, O. Barak, M.R. Warden, X.-J. Wang, N.D. Daw, E.K. Miller, S. Fusi
2013 Internal representation of task rules by recurrent dynamics: the importance of the diversity of neural responses HTML
  Nature 497, 585-590 (2013)

  E.K. Miller, S. Fusi
2013 Limber neurons for a nimble mind. PDF
  Neuron 78, 211-213 (2013)

  A. Roxin, S. Fusi
2013 Efficient Partitioning of Memory Systems and Its Importance for Memory Consolidation HTML
  PLoS Comput Biol 9(7): e1003146. doi:10.1371/journal.pcbi.1003146 (2013)

  S. Ostojic, S. Fusi
2013 Synaptic encoding of temporal contiguity HTML
  Front Comput Neurosci. 2013 Apr 12;7:32. doi: 10.3389/fncom.2013.00032 (2013)

  O. Barak, M. Rigotti, S. Fusi
2013 The sparseness of mixed selectivity neurons controls the generalization-discrimination trade-off PDF
  Journal of Neuroscience 33, 3844-56 (2013)


2010

  M. Rigotti, D. D. Ben Dayan Rubin, X.-J. Wang and S. Fusi
2010 Internal representation of task rules by recurrent dynamics: the importance of the diversity of neural responses PDF
  Frontiers in Computational Neuroscience, 4, doi: 10.3389/fncom.2010.00024 (2010)

  M. Rigotti and D.D. Ben Dayan Rubin and S. E. Morrison and C. D. Salzman and S. Fusi
2010 Attractor concretion as a mechanism for the formation of context representations PDF
  Neuroimage, 52, 833 - 847 (2010)

  C. D. Salzman and S. Fusi
2010 Emotion, cognition, and mental state representation in amygdala and prefrontal cortex PDF
  Annual Review in Neuroscience 33, 173-202 (2010)


2009

  S. Mitra, S. Fusi and G. Indiveri, G.
2009 Real-Time Classification of Complex Patterns Using Spike-Based Learning in Neuromorphic VLSI PDF
  IEEE Transactions on Biomedical Circuits and Systems3, 32-42 (2009)


2008

  G. La Camera, M. Giugliano, W. Senn and S. Fusi
2008 The response of cortical neurons to in vivo-like input current: theory and experiment I. Noisy inputs with stationary statistics PDF
  Biological Cybernetics 99, 279-301 (2008)

  M. Giugliano, G. La Camera, S. Fusi and W. Senn
2008 The response of cortical neurons to in vivo-like input current: theory and experiment: II. Time-varying and spatially distributed inputs PDF
  Biological Cybernetics 99, 303-318 (2008)

  H. Köndgen, C. Geisler, S. Fusi, X.-J. Wang, H.-R. Lüscher, and M. Giugliano
2008 The dynamical response properties of neocortical neurons to temporally modulated noisy inputs in vitro PDF
  Cerebral Cortex, 18, 2086-2097 (2008)

  S. Fusi
2008 A quiescent working memory (Perspective) PDF
  Science, 319 1495-1496 (2008)


2007

  D.D. Ben Dayan Rubin and S. Fusi
2007 Long memory lifetimes require complex synapses and limited sparseness PDF
  Frontiers in Computational Neuroscience, 1:7. doi:10.3389/neuro.10/007.2007

  G. Indiveri and S. Fusi
2007 Spike-based learning in VLSI networks of integrate-and-fire neurons PDF
  Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS 07) 3371-3374, IEEE (2007)

  S. Mitra, G. Indiveri and S. Fusi
2007 Learning to classify complex patterns using a VLSI network of spiking neurons PDF
  Advances in Neural Information Processing Systems, Cambridge (MA), Dec, 2007, in press

  S. Mitra, G. Indiveri and S. Fusi
2007 Robust classification of correlated patterns with a neuromorphic VLSI network of spiking neurons PDF
  IEEE BioCAS 87-90 Nov (2007)

  J.M. Brader, W. Senn and S. Fusi
2007 Learning real world stimuli in a neural network with spike driven synaptic dynamics PDF
  Neural Computation, 19, 2881-2912 (2007)

 S. Fusi, W.F. Asaad, E.K. Miller, X-J. Wang
2007 A neural circuit model of flexible sensori-motor mapping: learning and forgetting on multiple timescales PDF Supp
 Neuron, 54, 319-333 (2007)

 S. Fusi, L.F. Abbott
2007 Limits on the memory storage capacity of bounded synapses PDF
 Nature Neuroscience, 485-493, 10 (2007)

  M. Mattia, M. Rigotti and S. Fusi
2007 Event driven transitions between attractors in spiking networks PDF
  Cosyne 2007

  M. Rigotti, D. Ben Dayan Rubin, X-J. Wang and S. Fusi
2007 The importance of neural diversity in complex cognitive tasks PDF
  Cosyne 2007

  D. Ben Dayan Rubin and S. Fusi
2007 Noise based memories PDF
  Cosyne 2007


2006

  E. Curti, X.-J. Wang and S. Fusi
2006 Mechanisms for the formation of neural representations of abstract rules PDF
  CNS*2006

  D.D. Ben Dayan Rubin and S. Fusi
2006 Storing sparse random patterns with cascade synapses PDF
  CNS*2006

  E. Curti, X.-J. Wang, S. Fusi
2006 Formation of attractor representation of abstract rules in cortical networks HTML
  Cosyne 2006

  G. La Camera, A. Rauch, D. Thurbon, H-R. Luscher, W. Senn, and S. Fusi
2006 Multiple time scales of temporal response in pyramidal and fast spiking cortical neurons PDF
  Journal of Neurophysiology 96 3448-3464

  S. Fusi and W. Senn
2006 Eluding oblivion with smart stochastic selection of synaptic updates PDF
  Chaos, An Interdisciplinary Journal of Nonlinear Science, 16, 026112

  S. Mitra, S. Fusi, G. Indiveri
2006 A VLSI spike-driven dynamic synapse which learns only when necessary PDF
  ISCAS 2006

  M. Szabo, G. Deco, S. Fusi, P. Del Giudice, M. Mattia and M. Stetter
2006 Learning to attend: modelling the shaping of selectivity in infero-temporal cortex in a categorization task PDF
  Biological Cybernetics, 94(5) 351-365


2005

  S. Fusi, W. F. Asaad, E. K. Miller, X.-J. Wang
2005 Learning and forgetting visuo-motor associations in changing environments PDF
  COSYNE abstract (2005)

  M. Coath, J.M. Brader, S. Fusi, S.L. Denham
2005 Multiple views of the response of an ensemble of spectro-temporal features support concurrent classification of utterance, prosody, sex and speaker identity PDF
  NETWORK, Computation in Neural Systems, 16, 285-300 (2005)

  W. Senn and S. Fusi
2005 Learning only when necessary: better memories of correlated patterns in networks with bounded synapses PDF
  Neural Computation, 2106-2138, 17 (2005)

  W. Senn and S. Fusi
2005 Convergence of stochastic learning in perceptrons with binary synapses PDF
  Phys. Rev. E, 71, 061907 (2005)

 S. Fusi, P.J. Drew, L.F. Abbott
2005 Cascade models of synaptically stored memories PDF
 Neuron, 45, 599-611, (2005)


2004

  W. Senn and S. Fusi
2004 Slow stochastic learning with global inhibition: a biological solution to the binary perceptron problem PDF
  Neurocomputing, 58-60, 321-326 (2004)

  G. La Camera, W. Senn and S. Fusi
2004 Comparison between networks of conductance- and current-driven neurons: stationary spike rates and subthreshold depolarization PDF
  Neurocomputing, 58-60, 253-258 (2004)

  G. La Camera, A. Rauch, H-R. Luescher, W. Senn, S. Fusi
2004 Minimal models of adapted neuronal response to in vivo-like input currents PDF
  Neural Computation, 16, 2101-2124 (2004)

  A. Reutimann, V. Yakovlev, S. Fusi, W. Senn
2004 Climbing neuronal activity as an event-based cortical representation of time PDF
  The Journal of Neuroscience, 24, 3295-3303 (2004)


2003

  P. Del Giudice, S. Fusi and M. Mattia
2003 Modeling the formation of working memory with networks of integrate-and-fire neurons connected by plastic synapses PDF
  J. Phys. Paris, 97, 659--681 (2003)

  A. Rauch, G. La Camera, H.-R. Luescher, W. Senn, S. Fusi
2003 Neocortical pyramidal cells respond as integrate-and-fire neurons to in vivo-like input currents PDF
  Journal of Neurophysiology, 90, 1598-1612 (2003)

  G. La Camera, W. Senn and S. Fusi
2003 Equivalent networks of conductance- and current-driven neurons PDF
  O. Kaynak (Ed.): Supplementary Proceedings of ICANN/ICONIP 2003, LNCS 2714, pp. 449-452, Springer-Verlag (2003)

  S. Fusi
2003 Spike-driven synaptic plasticity for learning correlated patterns of mean firing rates PDF
  Reviews in the Neurosciences, 14, 73-84 (2003)

  E. Chicca, D. Badoni, V. Dante, M. D'Andreagiovanni, G. Salina, L. Carota, S. Fusi and P. Del Giudice
2003 A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long term memory PDF
  IEEE Trans. Neur. Networks, Vol 14, No. 5, 1297-1307 (2003)

  J. Reutimann, M. Giugliano and S. Fusi,
2003 Event-driven simulation of spiking neurons with stochastic dynamics PDF
  Neural Computation, 15, 811-830 (2003)


2002

  S. Fusi
2002 Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates PDF
  Biological Cybernetics, 87, 459-470, (2002)

  G. La Camera, S. Fusi, W. Senn, A. Rauch and H-R Luescher
2002 When NMDA receptor conductances increase inter-spike interval variability PS
  Proc. of ICANN 2002, Dorronsoro Ed.,Springer Verlag, 235-240

  S. Fusi
2002 Spike-driven synaptic plasticity for learning correlated patterns of asynchronous activity PDF
  Proc. of ICANN 2002, Dorronsoro Ed., 241-247, Springer Verlag

  G. La Camera, A. Rauch, W. Senn, H-R Luescher and S. Fusi
2002 Firing rate adaptation without losing sensitivity to fluctuations PS
  Proc. of ICANN 2002, Dorronsoro Ed., Springer Verlag, 180-185

  M. Giugliano, G. La Camera, A. Rauch, H-R Luescher and S. Fusi
2002 Non-monotonic current-to-rate response function in a novel integrate-and-fire model neuron PS
  Proc. of ICANN 2002, Dorronsoro Ed., Springer Verlag, 141-146


2001

  E. Chicca, S. Fusi
2001 Stochastic synaptic plasticity in deterministic aVLSI networks of spiking neurons PDF
  Proc. of the World Congress on Neuroinformatics, Editor Frank Rattay, ARGESIM/ASIM Verlag, Vienna, 2001, 468-477

  J. Reutimann, M. Giugliano, and S. Fusi
2001 Event-driven simulation of spiking neurons embedded in very large networks PDF
  Proc. of the World Congress on Neuroinformatics, Editor Frank Rattay, ARGESIM/ASIM Verlag, Vienna, 2001, 456-461

  S. Fusi
2001 Long term memory: encoding and storing strategies of the brain PDF
  NEUROCOMPUTING, 38, 1223-1228 JUN 2001

  O. Rosenthal, S. Fusi, S. Hochstein
2001 Forming classes by stimulus frequency: Behavior and theory PDF
  Proc.Natl.Acad.Sci., 98, 7, 4265-4270 (2001)


2000

  S. Fusi, P. Del Giudice, D.J. Amit
2000 Neurophysiology of a VLSI spiking neural network: LANN21 PDF
  Proceedings of the IEEE-INNS-ENNS International Joint Conference on
  Neural Networks, Editors S-I.Amari, L. Giles, M. Gori, V. Piuri, III, 121-126 (2000)

  S. Fusi, M. Annunziato, D. Badoni, A. Salamon, D.J. Amit
2000 Spike-driven synaptic plasticity: theory, simulation, VLSI implementation PDF
  Neural Computation, 12, 2227-2258 (2000)


1992-1999

  S. Fusi, M. Mattia
1999 Collective behavior of networks with linear (VLSI) Integrate and Fire Neurons PDF
  Neural Computation, 11, 633-652 (1999)

  D.J. Amit, P. Del Giudice and S. Fusi,
1999 Apprendimento dinamico della memoria di lavoro: una realizzazione in elettronica analogica PDF
  (in italian) ``Frontiere della vita'', 5, Istituto dell'Enciclopedia Italiana Treccani (1999), English version: Dynamic learning of working memory: an electronic implementation section IV, Implementations of neural devices for parallel distributed processing, vol III (intelligent systems) part II (building blocks for intelligent systems), 635-656, Frontiers of Life, Academic press, 2001

  M. Annunziato, D. Badoni, S. Fusi, A. Salamon
1998 Analog VLSI implementation of a spike driven stochastic dynamical synapse PS (compressed)
  Proceedings of the 8th International Conference on Artificial Neural Networks, Skövde, Sweden, September 1998, edited by L.Niklasson, M. Boden and T. Ziemke, Springer, 1, 475-480

  M. Annunziato, S. Fusi
1998 Queuing theory for spike driven synaptic dynamics PS (compressed)
  Proceedings of the 8th International Conference on Artificial Neural Networks, Skövde, Sweden, September 1998, edited by L.Niklasson, M. Boden and T. Ziemke, Springer, 1, 117-122

  V. Yakovlev, S. Fusi, E. Berman, E. Zohary
1998 Inter-trial neuronal activity in infero-temporal cortex: a putative vehicle to generate long term associations PDF
  Nature Neuroscience, 1, No. 4, 310-317 (1998)

  N. Brunel, F. Carusi, S. Fusi
1998 Slow stochastic Hebbian learning of classes of stimuli in a recurrent neural network PDF
  NETWORK, 9, 123-152 (1998)

  P. Del Giudice, S. Fusi, D. Badoni, V. Dante, D.J. Amit
1998 Learning attractors in an asynchronous, stochastic electronic neural network PDF
  NETWORK, 9, 183-205 (1998)

  M. Mattia, S. Fusi
1997 Modeling Networks with VLSI (linear) Integrate and Fire Neurons PDF
  Proceedings of the 7th International Conference on Artificial Neural Networks, Losanna, Switzerland, September 1997

  P. Del Giudice, S. Fusi
1997 Attractor dynamics in an electronic neural network PDF
  Proceedings of the 7th International Conference on Artificial Neural Networks, Losanna, Switzerland, September 1997

  D.J. Amit, S. Fusi, V. Yakovlev
1997 Paradigmatic working memory (attractor) cell in IT cortex PDF
  Neural Computation, 9 1071-1093 (1997)

  D. Badoni, S. Bertazzoni, S. Buglioni, G. Salina, D.J. Amit, S. Fusi
1995 Electronic implementation of a stochastic learning attractor neural network PS
  NETWORK, 6, 125-157 (1997)

  S. Fusi
1995 Prototype extraction in material attractor neural networks with stochastic dynamic learning PDF
  Proceedings of SPIE 95, Applications and science of artificial neural networks - Orlando, S.K. Rogers and D.W. Ruck, 2492, II, 1027-038

  S. Fusi
1995 Hardware implementations as a tool for brain investigation N/A
  International Journal of Neural Systems, (Supp. 1995)

  F.P. Battaglia, S. Fusi
1995 Learning in neural networks with partially structured synaptic transitions PDF
  NETWORK, 6 261 (1995)

  D.J. Amit, S. Fusi
1994 Learning in neural networks with material synapses PDF
  Neural Computation, 6, 957-982 (1994)

  D.J. Amit, S. Fusi
1992 Constraints on learning in dynamics synapses PDF
  NETWORK, 3, 443-464 (1992)


My PhD Thesis (1999, Hebrew University of Jerusalem)