4. Physics
  5. Condensed Matter
  6. Statistical Mechanics

Alfredo Braunstein

Physics – Condensed Matter – Statistical Mechanics

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Efficient data compression from statistical physics of codes over finite fields

Computer Science – Information Theory
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Efficient LDPC Codes over GF(q) for Lossy Data Compression

Computer Science – Information Theory
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Efficient supervised learning in networks with binary synapses

Biology – Quantitative Biology – Neurons and Cognition
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Estimating the size of the solution space of metabolic networks

Physics – Condensed Matter – Disordered Systems and Neural Networks
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Learning by message-passing in networks of discrete synapses

Physics – Condensed Matter – Disordered Systems and Neural Networks
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