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C. Rozell

34 papers hereh-index 313.4k citations187 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author8
  • last author26

Across the 34 of 34 papers where every author was matched, so the position is known.

fields
  • stat.ML7
  • cs.LG5
  • eess.SP5
  • cs.IT4
  • math.DS4
  • cs.CV2
same name
  • C. Rozell — 2 papers, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20102023
most citedConvergence and Rate Analysis of Neural Networks for Sparse Approximation

84 citations · 342 across the 31 of their papers we have counts for

collaborators
Showing 2013Show all

2 papers · 1 filter

cs.IT2013

Short Term Memory Capacity in Networks via the Restricted Isometry Property

Adam S. Charles, Han Lun Yap, Christopher J. Rozell

Cortical networks are hypothesized to rely on transient network activity to support short term memory (STM). In this paper we study the capacity of randomly connected recurrent lin…

math.DS2013★ 44 cited

Convergence Speed of a Dynamical System for Sparse Recovery

Aurèle Balavoine, Christopher J. Rozell, Justin Romberg

This paper studies the convergence rate of a continuous-time dynamical system for L1-minimization, known as the Locally Competitive Algorithm (LCA). Solving L1-minimization} proble…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.