• Publications
  • Influence
Decoding the Formation of New Semantics: MVPA Investigation of Rapid Neocortical Plasticity during Associative Encoding through Fast Mapping
Neocortical structures typically only support slow acquisition of declarative memory; however, learning through fast mapping may facilitate rapid learning-induced cortical plasticity andExpand
  • 37
  • 2
  • PDF
Learning BOLD Response in fMRI by Reservoir Computing
TLDR
This work proposes a model-free approach to fMRI-based brain mapping where the BOLD response is learnt from data rather than assumed in advance. Expand
  • 5
Non-parametric temporal modeling of the hemodynamic response function via a liquid state machine
TLDR
This paper tries to overcome these limitations by proposing a method wherein the HRF is learned directly from data rather than induced from its basic form assumed in advance. Expand
  • 2
Machine learning techniques and the existence of variant processes in humans declarative memory
TLDR
This work uses supervised machine learning methods over fMRI brain scans to establish the existence of two different encoding procedures for human declarative memory. Expand
  • 2
  • PDF
The Existence of Two Variant Processes in Human Declarative Memory: Evidence Using Machine Learning Classification Techniques in Retrieval Tasks
TLDR
This work use supervised machine learning methods on fMRI brain scans, taken/measured during a memory-retrieval task, to support establishing the existence of two distinct systems for declarative memory "Explicit Encoding" EE and "Fast Mapping" FM. Expand
  • 2