פרופ' יורם ברעם

פרופ' יורם ברעם

Roy Matas/Winnipeg Chair in Biomedical Engineering

יצירת קשר
דף בית:
http://www.cs.technion.ac.il/~baram/
דואר אלקטרוני:
baram[at]cs.technion.ac.il
משרד:
739
טלפון:
4266
שעות קבלה:
Tuesday , 11:00-12:00
תחומי עניין במחקר
תורת הלמידה הסטטיסטית; זיהוי צורות, סיווג רגרסיה. זיכרון אסוציאטיבי: קיבולת הזיכרון והדינמיקה של רשתות לא-לינאריות. מציאות וירטואלית ובקרת משוב לתיקון הפרעות תנועה.
פרסומים נבחרים


BARAM, Y., and KAILATH, T., "Estimability and regulability of linear systems'', IEEE Trans. on Automatic Control, vol. AC-33, no. 12, pp. 1116-1121, 1988.

BARAM, Y., "Associative memory in fractal neural networks'', IEEE Trans. on Systems, Man and Cybernetics, vol. SMC-18, no.5, pp. 1133-1141, 1989.

BARAM, Y., "Ground states of partially connected neural networks", invited paper, Proceedings of the IEEE, Special Issue on Neural Networks, pp. 1575-1578, 1990.

BARAM, Y., "Memory capacity of ternary Hebbian networks", IEEE Transactions on Information Theory, vol. 37, no.3, pp. 528-534, 1991.

BARAM, Y., and SALÉE, D., "Lower bounds on the capacities of binary and ternary networks storing sparse random vectors", IEEE Transactions on Information Theory, vol. 38, no. 6, pp. 1633-1647, 1992.

RINGACH, D.L., and BARAM, Y., "A diffusion mechanism for obstacle detection from size-change information", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 16, No. 1 pp. 76-80, 1994.

PETERFREUND, N., and BARAM, Y., "Second-order bounds on the domain of attraction and the rate of convergence of nonlinear dynamical systems and neural networks", IEEE Transactions on Neural Networks, Vol. 5, No. 4, pp. 551-560, 1994.

BARAM, Y., "Memorizing binary vector sequences by sparsely encoded networks", IEEE Transactions on Neural Networks, Vol. 5, No. 6, pp. 974-981, 1994.

BARAM, Y., "A bird's eye view on the descent trajectory", IEEE Transactions on Aerospace and Electronic Systems, Vol. 32, No. 3, pp. 1085-1087, 1996.

ROTH, Z., and BARAM, Y., "Multi-dimensional density shaping by Sigmoids", IEEE Transactions on Neural Networks, Vol. 7, No. 5, pp. 1291-1298, 1996.

BARAM, Y., "Partial classification: the benefit of deferred decision", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 8, pp. 769-776, 1998.

BARAM, Y., "Walking on tiles", Neural Processing Letters, Vol. 10, No. 2, pp. 81-87, 1999.

BARAM, Y., "Random embedding machines for pattern recognition", Neural Computation, Vol. 13, pp. 2533-2548, 2001.

ZLOCHIN, M., and BARAM, Y., "Manifold stochastic dynamics for Baysian learning", Neural Computation, Vol. 13, pp. 2549-2572, 2001.

BARAM, Y., AHARON PERETZ, J., SIMIONOVICI, Y., and RON, L., "Walking on virtual tiles: Virtual reality in closed loop improves gait in Parkinson's patients", Neurology, Vol. 56,
No. 8, Supplement 3, p.308, 2001, Neural Processing Letters, Vol. 16, pp. 227-233, 2002.

BARAM, Y., EL-YANIV, R., and LUZ, J., "Online choice of active learning algorithms", Journal of Machine Learning Research (JMLR), Vol. 5, pp. 255-291, 2004.

BARAM, Y., "Learning by Kernel Polarization", Neural Computation, Vol. 17, No. 6, pp. 1264-1275, 2005.

POLAK, S. BARNIV, Y., and BARAM, Y., "Head Motion Anticipation for Virtual-Environment Applications using Kinematics and EMG Energy", IEEE Trans. on Systems, Man and Cyberneticas, Part A: Systems and Humans, Vol. 36m No. 3, pp. 569-576, 2006.

BARAM, Y., and MILLER, A., "Effects of Virtual Reality Cues on Gait in Multiple Sclerosis Patients", Neurology, 66;178-181, 2006. (The Research Award for the Best Platform Presentation in Research in Multiple Sclerosis of the 19th Annual Meeting of the Consortium of Multiple Sclerosis Centers, Orlando, Florida, June, 2005).

BARAM, Y., and MILLER, A., "Auditory Feedback for Improvement of Gait in Multiple Sclerosis Patients", Journal of the Neurological Sciences, 254, 90-94, 2007.

BARAM, Y., "Closed-loop Augmented Reality for Movement Disorders, (invited paper) Frontiers in Neuroscience, Special Issue on Augmented Cognition, 3 (1), 112-113, May 2009.

BARAM, Y., AHARON-PERETZ, J., and LENGER, R., "Virtual Reality Feedback for Gait Improvement in Patients With Idiopathic Senile Gait Disorders And Patients With History of Stroke", Journal of the American Geriatrics Society, Volume 58 Issue 1, pp. 191-192, January 2010.

BARAM, Y., and MILLER, A., "Glide-Symmetric locomotion Reinforcement in Patients with Multiple Sclerosis by Visual Feedback," Disability and Reabilitation: Assistive Technology;
5(5):323-6, 2010.

ESPAY, A. J., BARAM, Y., DWIVEDI, A. K., SHUKLA, R., GARTNER, M., GAINES, L., DUKER, A. P., REVILLA, F. J., "At-home Training with Closed-Loop Augmented-Reality Cueing Device For Improvement OF Gait in Patients with Parkinson's Disease," Journal of Rehabilitation Research & Development (JRRD) Vol. 47, No. 6, pp. 573-582, 2010.

BARAM, Y., and LENGER, R. , "Gait Improvement in Patients with Cerebral Palsy by Visual and Auditory Feedback, " Neuromodulation, 15(1):48-52, Jan-Feb,2012.

BARAM, Y, "Noninvertibility, Chaotic Coding and Chaotic Multiplexity in Synaptically Modulated Neural Fring," Neural Computation, Vol. 24, No. 3, pp. 676-699, March 2012.