Yoram Baram

Publication Activity (10 Years)

Years Active: 1980-2018
Publications (10 Years): 2

Top Venues

Neural Comput.

Neural Networks

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Yoram Baram
Circuit Polarity Effect of Cortical Connectivity, Activity, and Memory. Neural Comput. 30 (11) (2018)
Yoram Baram
Developmental metaplasticity in neural circuit codes of firing and structure. Neural Networks 85 (2017)
Yoram Baram
Sliding Global Attractors of Neural Learning and Memory. IJCCI (2012)
Yoram Baram
Noninvertibility, Chaotic Coding, and Chaotic Multiplexity of Synaptically Modulated Neural Firing. Neural Comput. 24 (3) (2012)
Tamer Salman, Yoram Baram
Quantum set intersection and its application to associative memory. J. Mach. Learn. Res. 13 (2012)
Simon Polak, Yair Barniv, Yoram Baram
Head motion anticipation for virtual-environment applications using kinematics and EMG energy. IEEE Trans. Syst. Man Cybern. Part A 36 (3) (2006)
Yoram Baram
Learning by Kernel Polarization. Neural Comput. 17 (6) (2005)
Yoram Baram, Ran El-Yaniv, Kobi Luz
Online Choice of Active Learning Algorithms. J. Mach. Learn. Res. 5 (2004)
Yoram Baram, Ran El-Yaniv, Kobi Luz
Online Choice of Active Learning Algorithms. ICML (2003)
Yoram Baram, Judith Aharon-Peretz, Yahalomit Simionovici, Lior Ron
Walking on Virtual Tiles. Neural Process. Lett. 16 (3) (2002)
Mark Zlochin, Yoram Baram
Manifold Stochastic Dynamics for Bayesian Learning. Neural Comput. 13 (11) (2001)
Yoram Baram
Random Embedding Machines for Pattern Recognition. Neural Comput. 13 (11) (2001)
Gregory Shakhnarovich, Ran El-Yaniv, Yoram Baram
Smoothed Bootstrap and Statistical Data Cloning for Classifier Evaluation. ICML (2001)
Mark Zlochin, Yoram Baram
The Bias-Variance Dilemma of the Monte Carlo Method. ICANN (2001)
Yoram Baram
A geometric approach to consistent classification. Pattern Recognit. 33 (2) (2000)
Yoram Baram
Random Embedding Machines for Low-Complexity Pattern Recognition. ICPR (2000)
Yoram Baram
Walking on Tiles. Neural Process. Lett. 10 (2) (1999)
Yoram Baram
Bayesian classification by iterated weighting. Neurocomputing 25 (1-3) (1999)
Mark Zlochin, Yoram Baram
Manifold Stochastic Dynamics for Bayesian Learning. NIPS (1999)
Yoram Baram
Partial Classification: The Benefit of Deferred Decision. IEEE Trans. Pattern Anal. Mach. Intell. 20 (8) (1998)
Natan Peterfreund, Yoram Baram
Trajectory Control of Convergent Networks. Neural Process. Lett. 8 (2) (1998)
Natan Peterfreund, Yoram Baram
Convergence analysis of nonlinear dynamical systems by nested Lyapunov functions. IEEE Trans. Autom. Control. 43 (8) (1998)
Yoram Baram
Partial Classification Can Be Beneficial Even for Ideal Separation. IEEE Trans. Pattern Anal. Mach. Intell. 20 (10) (1998)
Yoram Baram
Classification by Density Intersection. Neural Process. Lett. 8 (1) (1998)
Yoram Baram, Yair Barniv, Tarun Soni
Detecting collision from gray-level expansion by a neural network. Neurocomputing 16 (1) (1997)
Yoram Baram
Soft nearest neighbor classification. ICNN (1997)
Yoram Baram
Classification by balanced binary representation. Neurocomputing 13 (2-4) (1996)
Ze'ew Roth, Yoram Baram
Multidimensional density shaping by sigmoids. IEEE Trans. Neural Networks 7 (5) (1996)
Yoram Baram
Consistent Classification, Firm and Soft. NIPS (1996)
Yoram Baram, Ze'ew Roth
Multi-Dimensional Density Shaping by Sigmoidal Networks. ICNN (1995)
Dror Salée, Yoram Baram
High-capacity Hebbian storage by sparse sampling. IEEE Trans. Neural Networks 6 (2) (1995)
Yoram Baram, Ze'ew Roth
Forecasting by density shaping using neural networks. CIFEr (1995)
Natan Peterfreund, Yoram Baram
Second-order bounds on the domain of attraction and the rate of convergence of nonlinear dynamical systems and neural networks. IEEE Trans. Neural Networks 5 (4) (1994)
Dario L. Ringach, Yoram Baram
A Diffusion Mechanism for Obstacle Detection from Size-Change Information. IEEE Trans. Pattern Anal. Mach. Intell. 16 (1) (1994)
Yoram Baram
Memorizing binary vector sequences by a sparsely encoded network. IEEE Trans. Neural Networks 5 (6) (1994)
Yoram Baram
Corrective memory by a symmetric sparsely encoded network. IEEE Trans. Inf. Theory 40 (2) (1994)
Yoram Baram, Dror Salée
Lower bounds on the capacities of binary and ternary networks storing sparse random vectors. IEEE Trans. Inf. Theory 38 (6) (1992)
Yoram Baram
Encoding unique global minima in nested neural networks. IEEE Trans. Inf. Theory 37 (4) (1991)
Yoram Baram
On the capacity of ternary Hebbian networks. IEEE Trans. Inf. Theory 37 (3) (1991)
Yoram Baram
Ground states of partially connected binary neural networks. Proc. IEEE 78 (10) (1990)
Yoram Baram
Associative memory in fractal neural networks. IEEE Trans. Syst. Man Cybern. 19 (5) (1989)
Yoram Baram, Uri Shaked
On the internal structure of minimal stochastic realizations. Autom. 24 (5) (1988)
Yoram Baram
A lower bound on the mean square error of reduced-order estimators for nonlinear processes. IEEE Trans. Inf. Theory 33 (6) (1987)
Yoram Baram
Identifying nonstationary measurement noise in linear systems. IEEE Trans. Inf. Theory 28 (1) (1982)
Yoram Baram
Decomposition and Convergence of Likelihood Ratios Inf. Control. 45 (2) (1980)

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Publication Activity (10 Years)

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Yoram Baram