Change in auditory recall accuracy based on the sum of words recalled in Trials 1-5 of semantically related - trained word-lists
Each trained word-list (practiced during the intervention period) will consist of 12 semantically related words (e.g., birds). Word lists will be constructed using psycholinguistic databases. There will be 5 Trials to learn each list. The investigators will compute the raw score of items correctly recalled by summing all scores from Trial 1 to Trial 5 and transforming to percent correct (range: 0-100%) at each time point of the study. Increase in scores is considered a benefit.
Change in auditory delayed recall accuracy of semantically related - trained word-lists
Each trained word-list (practiced during the intervention period) will consist of 12 semantically related words (e.g., birds). Word lists will be constructed using psycholinguistic databases. There will be 5 Trials to recall each list, and then participants will be asked to recall that list 20 minutes later (delayed recall). The investigators will compute the raw score of items correctly recalled (delayed recall) and transform to percent correct (range: 0-100%) at each time point of the study. Increase in scores is considered a benefit.
Change in auditory recall accuracy based on the sum of words recalled in Trials 1-5 of semantically unrelated - trained word-lists
Each trained word-list (practiced during the intervention period) will consist of 12 semantically unrelated words (as in RAVLT). Word lists will be constructed using psycholinguistic databases. There will be 5 Trials to learn each list. The investigators will compute the raw score of items correctly recalled by summing all scores from Trial 1 to Trial 5 and transforming to percent correct (range: 0-100%) at each time point of the study. Increase in scores is considered a benefit.
Change in auditory delayed recall accuracy of semantically unrelated - trained word-lists
Each trained word-list (practiced during the intervention period) will consist of 12 semantically unrelated words (as in RAVLT). Word lists will be constructed using psycholinguistic databases. There will be 5 Trials to recall each list, and then participants will be asked to recall that list 20 minutes later (delayed recall). The investigators will compute the raw score of items correctly recalled (delayed recall) and transform to percent correct (range: 0-100%) at each time point of the study. Increase in scores is considered a benefit.
Change in auditory recall accuracy based the sum of words recalled in Trials 1-5 of semantically related - untrained word-lists
Each untrained word-list (not practiced during the intervention period) will consist of 12 semantically related words (e.g., birds). Word lists will be constructed using psycholinguistic databases. There will be 5 Trials to learn each list. The investigators will compute the raw score of items correctly recalled by summing all scores from Trial 1 to Trial 5 and transforming to percent correct (range: 0-100%) at each time point of the study. Increase in scores is considered a benefit.
Change in auditory delayed recall accuracy of semantically related - untrained word-lists
Each untrained word-list (not practiced during the intervention period) will consist of 12 semantically related words (e.g., birds). Word lists will be constructed using psycholinguistic databases. There will be 5 Trials to recall each list, and then participants will be asked to recall that list 20 minutes later (delayed recall). The investigators will compute the raw score of items correctly recalled (delayed recall) and transform to percent correct (range: 0-100%) at each time point of the study. Increase in scores is considered a benefit.
Change in auditory recall accuracy based on the sum of words recalled in Trials 1-5 of semantically unrelated - untrained word-lists
Each untrained word-list (not practiced during the intervention period) will consist of 12 semantically unrelated words (as in RVLT). Word lists will be constructed using psycholinguistic databases. There will be 5 Trials to learn each list. The investigators will compute the raw score of items correctly recalled by summing all scores from Trial 1 to Trial 5 and transforming to percent correct (range: 0-100%) at each time point of the study. Increase in scores is considered a benefit.
Change in auditory delayed recall accuracy of semantically unrelated - untrained word-lists
Each untrained word-list (not practiced during the intervention period) will consist of 12 semantically unrelated words (as in RVLT). Word lists will be constructed using psycholinguistic databases. There will be 5 Trials to recall each list, and then participants will be asked to recall that list 20 minutes later (delayed recall). The investigators will compute the raw score of items correctly recalled (delayed recall) and transform to percent correct (range: 0-100%) at each time point of the study. Increase in scores is considered a benefit.
Change in Rey Auditory-Verbal Learning Test (RAVLT) score
RAVLT is a well-established verbal memory test. RAVLT includes a 5-trial presentation of a 15-word list (List A), a single presentation of an interference list (List B)(Trial 6), two post-interference recall trials (one immediate - Trial 7, one delayed - Trial 8) and recognition of the target words in the orthographic modality with distractors (Trial 9). Scoring includes the percent score of Trial 1, Trial 5, Trial 8 and Trial 9 as well as the sum of Trial 1 through 5, and the difference between Trial 5 and Trial 1 computed as the percent difference between the scores before intervention and each time point after. Increase in score is considered a benefit.
Change in Mini Mental State Examination (MMSE)
MMSE is a well-established cognitive assessment test. It examines functions including registration (repeating named prompts), attention and calculation, recall, language, ability to follow simple commands and orientation. The total raw score is out of 30 points. The investigators will compute the raw score of items correct and transform to percent correct (range: 0-100%), computing change in outcome in percent difference between before intervention and each time point after. Increase in score is considered a benefit.
Change in Mnemonic Similarity Task (MST) score
MST is a well-established test in order to assess high interference memory and general recognition memory via pattern separation. It involves differentiating between previously learned images and novel images. For the MST tasks, the Pattern Separation (PS) score will be calculated using two measures: a) the rate of similar items correctly identified minus the rate of similar items misidentified as new (S|S-S|N); b) the rate of similar items correctly identified minus the rate of similar items misidentified as old (S|S-O|S). The number of correct responses for each category of items (i.e., old, similar, new) and the type of errors (i.e., identifications of new items as similar; identification of similar items as old) will also be tracked. Change in outcome in percent difference will be computed between the scores before intervention and each time point after. Increase in scores is considered a benefit.
Change in word repetition score
Temple Assessment of Language and Short-Term Memory in Aphasia (TALSA) tasks include word repetition, with sets of 1-6 words. Scoring will be based on percent of words correctly repeated. The investigators will compute the raw score of items correct and transform to percent correct (range: 0-100%), computing change in outcome in percent difference between before intervention and each time point after. Increase in score is considered a benefit.
Change in non-word repetition score
TALSA tasks include non-word repetition, with sets of 1-6 non-words. Scoring will be based on percent of non-words correctly repeated. The investigators will compute the raw score of items correct and transform to percent correct (range: 0-100%), computing change in outcome in percent difference between before intervention and each time point after. Increase in score is considered a benefit.
Change in sentence repetition score
Sentence repetition tasks come from the TALSA, with scoring based on percent of words in sentences correctly repeated. The investigators will compute the raw score of items correct and transform to percent correct (range: 0-100%), computing change in outcome in percent difference between before intervention and each time point after. Increase in score is considered a benefit.
Change in oral naming Boston Naming Test score
Accuracy in oral picture naming (30-item Boston Naming Test) will be compared for tDCS and sham conditions. The Boston Naming Test is a widely used picture naming test that detects lexical retrieval deficits in the oral modality. The investigators will compute the raw score of items correct and transform to percent correct (range: 0-100%), computing change in outcome in percent difference between before intervention and each time point after. Increase in score is considered a benefit.
Change in oral naming Philadelphia Naming Test score
Accuracy in oral picture naming (Philadelphia Naming Test) will be compared for tDCS and sham conditions. The Philadelphia Naming Test is an extensive picture naming test that comprises 275 items from a wide range of frequencies and other psycholinguistic characteristics. The investigators will compute the raw score of items correct and transform to percent correct (range: 0-100%), computing change in outcome in percent difference between before intervention and each time point after. Increase in score is considered a benefit.
Change in written naming as assessed by Boston Naming Test
Accuracy in written picture naming (30-item Boston Naming Test) will be compared for tDCS and sham conditions. The investigators will compute the raw score of items correct and transform to percent correct (range: 0-100%), computing change in outcome in percent difference between before intervention and each time point after. Increase in score is considered a benefit.
Change in written naming as assessed by Philadelphia Naming Test
Accuracy in written picture naming (Philadelphia Naming Test) will be compared for tDCS and sham conditions. The investigators will compute the raw score of items correct and transform to percent correct (range: 0-100%), computing change in outcome in percent difference between before intervention and each time point after. Increase in score is considered a benefit.
Change in oral naming of action as assessed by Hopkins Assessment of Naming Actions (HANA)
Accuracy in oral naming of actions will be compared for tDCS and sham conditions. The investigators will compute the raw score of items correct and transform to percent correct (range: 0-100%), computing change in outcome in percent difference between before intervention and each time point after. Increase in score is considered a benefit.
Change in syntactic comprehension as assessed by Subject-relative, Object-relative, Active, Passive (S.O.A.P.) Syntactic Battery
The 40-item Subject-relative, Object-relative, Active, Passive (S.O.A.P.) Syntactic Battery of various sub-tests will be used to assess argument structure comprehension and production. The investigators will compute the raw score of items correct and transform to percent correct (range: 0-100%), computing change in outcome in percent difference between baseline and each time point. Increase in score is considered benefit.
Change in verbal fluency task score
Verbal fluency tasks (semantic and letter fluency) involve generating as many words as possible in one minute. Scoring will be based on number of words generated per minute. The investigators will compute the raw score of items correct and compute change in outcome between baseline and each time point. Increase in score is considered benefit.
Change in spelling as assessed by the Johns Hopkins Dysgraphia battery
Accuracy in spelling using the Johns Hopkins Dysgraphia battery will be compared for tDCS and sham conditions. The investigators will compute the raw score of items correct using a spelling scoring system accounting for additions, substitutions, and deletions, and transform to percent correct (range: 0-100%), computing change in outcome in percent difference before intervention and each time point after. Increase in score is considered a benefit.
Change in digit span forward score
Digit span forward involves the recall of a series of single digits (sets of 1-8 digits) in the same order the digits were presented. Scoring will be based on the number of consecutive digits correctly recalled. The investigators will compute the change in outcome between the time point before intervention and each time point after. Increase in score is considered a benefit.
Change in digit span backward score
Digit span backward involves the recall of a series of single digits (sets of 1-8 digits) in the reverse order than the digits were presented. Scoring will be based on the number of consecutive digits correctly recalled. The investigators will compute the change in outcome between the time point before intervention and each time point after. Increase in score is considered a benefit.
Change in spatial span forward score
Spatial span forward involves the recall of a series of positions on a board (sets of 1-9) in the same order the digits were presented. Scoring will be based on the number of consecutive positions correctly recalled. The investigators will compute the change in outcome between the time point before intervention and each time point after. Increase in score is considered a benefit.
Change in spatial span backward score
Spatial span backward involves the recall of a series of positions (sets of 1-8) in the reverse order than the digits were presented. Scoring will be based on the number of consecutive positions correctly recalled. The investigators will compute the change in outcome between the time point before intervention and each time point after. Increase in score is considered a benefit.
Change in semantic content of connected speech
Using the Cookie Theft image from the Boston Diagnostic Aphasia Examination (BDAE) and the Circus image from the Apraxia Battery for Adults (ABA) investigators will obtain representative language samples as participants describe the images. The investigators will compute the raw score of items (semantics) correct and transform to percent correct (range: 0-100%), computing change in outcome in percent difference between before intervention and each time point after. Increase in score is considered a benefit.
Change in attention and manipulation of information scores
Using the Trail Making Test (TMT) parts A and B, which include the sequential connection of letters/numbers in order to complete a trail, the investigators will obtain the time required by the participants to finish the tasks. Decrease in the time is considered a benefit.
Change in volumetric measurements of select brain regions
Using Magnetization-Prepared Rapid Gradient-Echo (MPRAGE) Magnetic Resonance Imaging (MRI) investigators will perform volumetric measurements of select brain regions. Measurements will be collected in millimeters cubed (mm^3).
Change in functional connectivity of select brain regions (z-correlations)
Using resting stage functional MRI (rs-fMRI) investigators will detect activity of various brain regions under a resting/task-negative condition, which will help evaluate functional regional interactions as indicated by the z-correlations between the selected brain area.
Change in Gamma-Aminobutyric Acid (GABA) concentration
Using Magnetic Resonance Spectroscopy (MRS) investigators will measure metabolite (GABA) concentrations from select brain regions in international units (IU).
Change in location of white matter tracts of select brain regions
Using Diffusion Tensor Imaging (DTI) investigators will estimate the location of the brain's white matter tracts on the regions of concern.
Change in anisotropy of white matter tracts of select brain regions
Using Diffusion Tensor Imaging (DTI) investigators will estimate the anisotropy of the brain's white matter tracts on the brain regions of concern.