# postsynapse.md

Qui comprendiamo:

- POSTSYNAPSE: Postsynapse
- POST-AMPA: AMPA receptors (α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid receptors)

## POSTSYNAPSE: Container

**Simplified Behaviors**:

— ms:

- NT arrives in cleft → AMPA receptors bind NT (receptor availability constant, no desensitization)
- V_post rises with AMPA conductance, decays passively each ms
- bAP arrives → V_post receives additional depolarisation boost
- NMDA gate checks coincidence: NT_cleft AND V_post both non-zero
- Mg_block_removal = V_post / (V_post + V_NMDA_half) — sigmoid of V_post
- Ca²⁺ enters spine via NMDA: Ca_post += k_NMDA × NT_cleft × Mg_block_removal
- Ca_post decays slowly each ms (single exponential, no pump detail)
- Ca_post_history updated every ms (feeds seconds loop)
- V_post_history updated every ms (retained for reference)

— seconds:

- Ca_post_history mean computed over past 2 s
- eCB synthesised when Ca_post_history mean exceeds eCB threshold
- eCB_level decays when Ca_post_history mean falls below threshold
- eCB_level written → read by presynapse as retrograde brake on VGCCs
- Ca_post_history compared to LTP/LTD thresholds → plasticity tag set

— mins:

- If Plasticity_LTP tagged → AMPA density increases
- If Plasticity_LTD tagged → AMPA density decreases
- AMPA density feeds back into receptor_conductance ceiling for next cycle

---

**G expression**:

```Gen
POSTSYNAPSE
  bAP_ctx
    ms
      -- Ca Influx
      CaNDMAEnterMax: accumulator 
      CaNDMAEnterMed: accumulator

  NOT bAP_ctx:
    ms
      -- Ca Influx
      CaNDMAEnterMedNotBap: accumulator
      CaNDMAEnterLow: accumulator
      -- Ca Clearence
      CaClearance: accumulator
      -- V Influx
      VPostMax: accumulator
      VPostMed: accumulator
      VPostLow: accumulator
      -- V Clearence
      VPostClearance: accumulator

  POST-AMPA
    NOT bAP_ctx
      ms
        -- Na Influx
        NaAMPAEnterMax: accumulator
        NaAMPAEnterMed: accumulator

  POST-NA-CLEAR
    NOT bAP_ctx
      ms
        -- Na Clearence
        NaClearanceHigh: accumulator
        NaClearanceLow: accumulator

```

**Tubs:**

- **Na**: Ioni entranti tramite AMPA receptors
- **NT**:
- **Ca2+**: Ioni entranti tramite NMDA
- **VPost**: il voltage che viene sentito in DB
- **eCB**:
- **Nox**:?

---

```Gen
POSTSYNAPSE
 
 type: container

 expansion: 
  - POST-AMPA ( full: 10x, active: 5x, empty: 2x )
   # modulated_by: TUN-POST-IC # possible/actual
  - POST-NA-CLEAR ( full: 1x, active: 1x, empty: 0x )
   # modulated_by: ??

 tub_local:
  - Ca2+ ( full: 60x, active: 30x, empty: 0x )
  - Na ( full: 60x, active: 30x, empty: 0x )
  - Nox ( full: 100x, active: 20x, empty: 0x ) # Nitric Oxide (NO):  A gas that diffuses freely.
  - eCB ( full: 100x, active: 20x, empty: 0x ) # Endocannabinoids (e.g., 2-AG)

 tub_intricated:
  - NT ( contained_by: SYNAPSE )
  - VPost ( contained_by: BD )

 context_intricated:
  - bAp_ctx ( contained_by: SOMA )
```

### ms: behaviors POST

![post-ltp-ltd.png](.attachments/post-ltp-ltd.png)


##### CaNDMAEnterMax: Accumulator

```Gen
CaNDMAEnterMax: ( active: 2x )

  type: accumulator
  contained_by: POSTSYNAPSE

  in_context: bAp_ctx
    hypothesis: NOT (Ca2+ full) AND
               (Na fullness OR Na mediumness)
      action: [Ca2+ increase]
      trace: 
```

##### CaNDMAEnterMed: Accumulator

```Gen
CaNDMAEnterMed: ( active: 4x )

  type: accumulator
  contained_by: POSTSYNAPSE

  in_context: bAp_ctx
    hypothesis: NOT (Ca2+ full) AND (Na emptiness)
      action: [Ca2+ increase]
      trace: 
```

##### CaNDMAEnterMedNotBap: Accumulator

```Gen
CaNDMAEnterMedNotBap: ( active: 4x )

  type: accumulator
  contained_by: POSTSYNAPSE

  in_context: NOT bAP_ctx
    hypothesis: NOT (Ca2+ full) AND (Na fullness)
      action: [Ca2+ increase]
      trace: 
```

##### CaNDMAEnterLow: Accumulator

```Gen
CaNDMAEnterLow: ( active: 12x )

  type: accumulator
  contained_by: POSTSYNAPSE

  in_context: NOT bAP_ctx
    hypothesis: NOT (Ca2+ full) AND (Na mediumness)
      action: [Ca2+ increase]
      trace: 
```

#### CaClearance: Accumulator

```Gen
CaClearance: ( active: 24x ) # Low

  type: accumulator
  contained_by: POSTSYNAPSE

  in_context: NOT bAP_ctx
    hypothesis: NOT (Ca2+ empty)
      action: [Ca2+ decrease]
      trace: None
```

##### VPostMax: Accumulator

##### VPostMed: Accumulator

##### VPostMin: Accumulator

##### VPostClearance: Accumulator

Il clearance lo facciamo qui nel container dove creaiamo anche i VPost, perche' altrimenti, se lo facessimo in DB, perderemmo l'aspetto temporale della contribuzione dei singoli POST.

## POST-AMPA: Container

```Gen
POST-AMPA

  type: container

  tub_intricated:
    - NT ( contained_by: SYNAPSE )

  context_intricated:
    - Na ( contained_by: POSTSYNAPSE )
```

### ms: behaviors AMPA

##### NaAMPAEnterMax: Accumulator

```Gen
NaAMPAEnterMax: ( active: 2x )

  type: accumulator
  contained_by: POST-AMPA

  in_context: NOT bAP_ctx
    hypothesis: (NT fullness)
      action: [Na increase]
      trace: 
```

##### NaAMPAEnterMed: Accumulator

```Gen
NaAMPAEnterMed: ( active: 4x )

  type: accumulator
  contained_by: POST-AMPA

  in_context: NOT bAP_ctx
    hypothesis: (NT mediumness)
      action: [Na increase]
      trace: 
```

#### TUN-POST-AMPA: Tuner

```Gen
tuner: TUN-POST-AMPA

 contained_by: BEH-POST

 tunes: BEH-POST/expansion/BEH-POST-IC

  tub_modulation: # in TUN agiamo su POS/ACT
   - posMod ( fullness: None, active: BEH-POST-IC/fullness, empty: 0x)  # riferimento a possible di BEH-PRE
   - actMod ( fullness: None, active: BEH-POST-IC/active, empty: BEH-POST-IC/emptiness)  # riferimento a active di BEH-PRE

 context_intricated:
  - TunPossible ( contained_by: DAY-N )

 tub_local:

 tub_intricated:
```

##### Contexting

```Gen
context: Check
  contained_by: TUN-POST-AMPA

  in_context: TunPossible
  rf: ( active: 60x )

  condition:  
  out_context: TunPostIc
```

##### Interacting

```Gen
episode: ?
  contained_by: TUN-POST-AMPA

  in_context: TunPostIc
  rf: ( active: x )

 hypothesis:  
  action: 
  trace: 
```

## BEH-POST-NA-CLEAR: Container

Il clearance lo mettiamo qui come container, perche' gli AMPA creano, e questo container pompa fuori. Qui non e' un problema di perdere l'integrazione temporale, perche' gli AMPA sono tutti uguali nel loro behavior. Abbiamo messo gli AMPA come container perche' cosi' possiamo modularne la numerosita'.

```Gen
container: BEH-POST-NA-CLEAR

 context_intricated:
  - Na ( contained_by: BEH-POST )
```

### ms: behaviors NA-CLEAR

#### NaClearanceHigh: Interacting

#### NaClearanceLow: Interacting